CVE-2026-109956

highpriority · track · 28EPSS 0.003 · 25 %ileRUUS
grimoire priorityP2 · Scheduled
Exploitable?
—
no known exploitation
Likely / severe?
0.32% (25th) EPSS
CVSS 7 · high
Is it mine?
5 products
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Who says so?
2 sources
fstec_bdu · osv

EPSS · scored 2026-10-27

NLTK through 3.10.3 contains a path traversal vulnerability in WekaClassifier that allows attackers to bypass nltk.pathsec containment by supplying unvalidated model paths. Attackers controlling the model_filename or model argument can make the weka JVM write files via -d or probe files via -l outside allowed data roots.

01

cvss

Technical severity, 0–10. One row per scoring source.

8.6
010

base score 0–10 · higher = more severe · hover a vector to decode⚠ sources disagree · medium–high · 4.9–8.6

v3.17highCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:H/A:Lprimary · disclosure@vulncheck.comexploitability 2.2 · impact 4.7
v3.17highAV:N/AC:H/PR:N/UI:N/S:U/C:L/I:H/A:Lsecondary · FSTEC (BDU) RU
v3.18.6highCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:H/A:Lsecondary · OSV
v4.08.3highCVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:L/VI:H/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:Xsecondary · disclosure@vulncheck.com
v4.04.9mediumCVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:L/VI:H/VA:L/SC:N/SI:N/SA:N/E:U/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:Xsecondary · CVSS-BT (t0sche)
02

ssvc

A stakeholder decision — act, attend, or track — from exploitation and impact.

Exploitation: poc · Automatable: no · Technical Impact: partialcoordinatorcisa_ssvcUS
03

weaknesses

The CWE weakness classes this flaw belongs to.

04

affected products (5)

Products and version ranges known to be affected.

05

advisories (1)

Vendor and ecosystem advisories describing this.

  • GHSA-j456-xh4h-cpf2NLTK: WekaClassifier passes an unvalidated caller-controlled model path to the weka JVM, bypassing nltk.pathsec containment2026-10-27ghsa · osvUS

    ## Summary `WekaClassifier` in NLTK passes a caller-controlled model file path to the weka Java VM without any `nltk.pathsec` validation. `WekaClassifier.train` puts the caller's `model_filename` verbatim into the weka argv `["-d", model_filename, ...]` (weka *writes* the trained model there), and `WekaClassifier._classify_many` puts `self._model` into `["-l", self._model, ...]` (weka *reads* it). Under `nltk.pathsec.ENFORCE=True` (the default on current HEAD), NLTK's stated invariant — established by advisory CVE-2026-81726 / GHSA-8mgp-746c-j5xp — is that caller-controlled model-artifact paths must be bounded to the allowed NLTK data roots before any native tool opens them. `WekaClassifier` is the one `java()`-based tool wrapper that skips this entirely, giving an untrusted workflow arbitrary-location file **write** (`-d`) and an arbitrary file **read/parse oracle** (`-l`), defeating pathsec containment. This is a standalone, unfixed variant of the same class as CVE-2026-81726, on a code path the CVE-2026-81726 fix never touched. That advisory enumerates 6 functions (`TransitionParser.train`, `TransitionParser.parse`, `AveragedPerceptron.save`, `AveragedPerceptron.load`, `PerceptronTagger.save_to_json`, `save_maxent_params`) — `WekaClassifier` is not among them, and weka.py contains no `validate_tool_path`/`validate_model_resource` at all. ## Root Cause `WekaClassifier.train(cls, model_filename, ...)` builds `cmd = [javaclass, "-d", model_filename, "-t", train_filename]` (nltk/classify/weka.py:256) and `WekaClassifier._classify_many` builds `[..., "-l", self._model, "-T", <staged>, ...]` (weka.py:131-133); `self._model` is stored unvalidated in `__init__` (weka.py:108-110). Only the internally-generated `train.arff`/`test.arff` are staged via `make_staging_dir`; the model path is passed as-is. `nltk.internals.java()` (internals.py:388-431) validates the classpath (`_verify_jar_sandbox`), the JVM launcher options (`_validate_java_options`, the CVE-2026-12841 fix), the main-class token `cmd[0]`, and rejects `@argfile` tokens in any position — but it explicitly permits program arguments starting with `-` and never inspects the interior of a program-arg path value. So `-d <path>` / `-l <path>` flow unchecked to `subprocess.Popen(final_cmd, shell=False)` and the weka JVM performs an unbounded native open/write on the caller-chosen path. Sibling wrappers prove the intended pattern: `CRFTagger.train`/`set_model_file` call `validate_tool_path` (crf.py:134,300); `MaltParser.generate_malt_command` validates `-i`/`-o` via `validate_tool_path` (malt.py:340,344), its model via `validate_model_resource` (malt.py:326) and `working_dir` via `validate_path` (malt.py:206). weka.py already uses pathsec elsewhere (`validate_path` for WEKAHOME, `pathsec_open` for ARFF writes) but never for the model path. ## Impact Under `pathsec.ENFORCE=True` (default on HEAD), an untrusted workflow that chooses the weka model save/load path obtains: - Arbitrary-location file **write** via `-d` — overwrite or create a file at an attacker-chosen absolute or `..`-traversal path outside the allowed NLTK data roots (content constrained to weka's serialized-model format; the target choice is the integrity impact). This corrupts/clobbers arbitrary chosen files. - Arbitrary file **read/parse oracle** via `-l` — weka loads an out-of-root path as a model, yielding an existence/parse differential (file content is not echoed back → confidentiality impact is limited). This defeats the pathsec containment advisory CVE-2026-81726 promises, at the same privilege level / threat model that advisory was accepted under. ## Proof of Concept ```python import nltk.pathsec as ps; ps.ENFORCE = True from nltk.classify.weka import WekaClassifier # write-side: model written OUTSIDE any allowed NLTK data root (refused for CRFTagger, allowed here) WekaClassifier.train("/tmp/outside_sandbox/evil.model", [({"a": 1}, "pos"), ({"a": 0}, "neg")]) # read-side: -l opens an arbitrary path clf = WekaClassifier(fmt, "/home/victim/secret.model") clf.classify_many([{"a": 1}]) ``` The argv construction — the vulnerable step — is confirmed without weka installed (see Bypass Evidence); a configured weka.jar is needed only to observe the JVM's actual file I/O. ## Attack Chain 1. **Entry.** Action: an app running with `pathsec.ENFORCE=True` lets an untrusted workflow choose the weka model path and calls `WekaClassifier.train("../../../home/victim/x", featuresets)` (write) or `WekaClassifier(fmt, "/home/victim/secret.model").classify_many(...)` (read). Guard: none — plain classmethod/constructor parameter (weka.py:230,108-110). Bypass proof: grep shows weka.py uses no `validate_tool_path`/`validate_model_resource`/`validate_tool_dir` (NONE). 2. **Command build.** Action: the path is placed into `cmd = [javaclass, "-d", model_filename, "-t", train_filename]` (weka.py:256) / `["-l", self._model, ...]`. Guard: only the internally-generated `train.arff` is staged via `make_staging_dir`; the model path is passed as-is. Bypass proof: runtime capture yielded `['weka.classifiers.bayes.NaiveBayes', '-d', '/tmp/outside_sandbox_weka.model', '-t', '<staged>/train.arff']` — the raw out-of-root path is `cmd[2]`. 3. **java() sink.** Action: `java(cmd, classpath=_weka_classpath, ...)` → `subprocess.Popen(final_cmd)` (internals.py:431). Guard: `java()` validates classpath, JVM `options`, `cmd[0]`, and rejects `@argfile` tokens. Bypass proof: none of these inspect the `-d`/`-l` program-arg value; internals.py explicitly documents that program args after the main class may start with `-`, and the path is neither `cmd[0]` nor an `@`-token, so every `java()` gate passes. Negative control: the same path through `validate_tool_path(..., for_write=True, must_exist=False)` raises `PermissionError`. 4. **Impact.** Action: the weka JVM opens the path outside the allowed roots → arbitrary-location write (`-d`) / parse-existence oracle (`-l`). Guard: pathsec is never consulted (no `validate_tool_path`, no `pathsec_open`). Bypass proof: the directly-analogous sibling `CRFTagger.train` calls `validate_tool_path(model_file, must_exist=False)` (crf.py:300); weka does not, and commit `ee6d6138` hardened weka's other sinks (scratch files, WEKAHOME jar) while leaving the model path unvalidated. ## Bypass Evidence - Negative control (guard is real): `validate_tool_path("/tmp/outside_sandbox_weka.model", for_write=True, must_exist=False)` → `PermissionError`; `validate_tool_path("../../../home/victim/.ssh/authorized_keys", ...)` → `PermissionError`. - Sink reached unvalidated (guard absent): captured write-side argv `['weka.classifiers.bayes.NaiveBayes', '-d', '/tmp/outside_sandbox_weka.model', '-t', '<staged>/train.arff']` and read-side `[..., '-l', '/home/victim/secret.model', '-T', '<staged>/test.arff', '-p', '0']`. - Version: `git show v3.10.3:nltk/classify/weka.py` contains both the `-d` model-path build (line 235) and the `-l` read, and NO `validate_tool_path`. ## Affected Versions `<= 3.10.3` (present on the latest release tag v3.10.3 and on HEAD `c06cd264`). No published fix has ever targeted the weka `-d`/`-l` model path; commits after v3.10.3 (`ee6d6138`, `92aeada6`, `a9752559`) touched weka.py for other sinks but did not add model-path validation. ## Suggested Fix Before building the `-d`/`-l`/`-T` command, validate the model path with pathsec, mirroring `CRFTagger`/`MaltParser`: ```python validate_tool_path(model_filename, context="WekaClassifier.train", for_write=True, must_exist=False) validate_tool_path(self._model, context="WekaClassifier._classify_many") ``` --- Reported by **zx (Jace)** — GitHub: @manus-use ## Fix status (2026-09-28) Status: MERGED on develop (unreleased; v3.10.3 of 2026-08-12 predates the fix). PR: #3863 "Bound the WekaClassifier model path to the pathsec data roots", merged 2026-09-06, merge commit bc2878725 on develop. Fix commit: 6a1760629. Probe: nltk/test/unit/security_probes/ghsa_j456_xh4h_cpf2.py, added by PR #3905 "Add GHSA-j456 live probe; expand the GHSA-8mgp probe attack set" (commit a96715264, merged 2026-09-20, merge commit 84d987bf8); verdict on develop 2fa3f48fe: FIXED (WekaClassifier -l and -d refuse out-of-root model paths). Release: none yet; no release tag contains 6a1760629.

06

also known as (2)

Other names and identifiers for this entity.

07

sources

Which sources assert this record, and when.

published 2026-10-13modified 2026-10-26
08

references (2) nvd

External citations — patches, advisories, analysis.

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