GitHub Advisoryadvisory · PyPI

GHSA-rrv8-h7p8-rx55 NLTK: ReDoS in nltk.text.Text.findall() via unvalidated user-supplied regular expressions

HIGH Published 2026-09-08 Modified 2026-09-08 Official page ↗
Aliases
CVE-2026-80205
Ecosystem
PyPI
Packages
nltk
Severity
High
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Weaknesses
CWE-1333
Reviewed
2026-09-08

Affected packages

• PyPI nltk: < 3.10.0 → fixed in 3.10.0

Description

Summary NLTK's `Text.findall()` and `TokenSearcher.findall()` methods accept user-supplied regular expressions and pass them to the Python `re` engine without timeout or validation, enabling catastrophic backtracking (ReDoS). This issue is isolated to the `nltk.text` module and was resolved in a prior commit. Affected Code `nltk/text.py` — `TokenSearcher.findall()` (line 255) / `Text.findall()` (line 620) `TokenSearcher.__init__` builds an internal string by wrapping each token in angle brackets. The `findall()` method preprocesses the caller-supplied regexp and runs it directly against this string with no timeout: ```python def findall(self, regexp): # Preprocessing does NOT prevent catastrophic backtracking regexp = re.sub(r"\s", "", regexp) regexp = re.sub(r"", ")>)", regexp) regexp = re.sub(r"(?]", regexp) # User-controlled regexp executed with no timeout hits = re.findall(regexp, self._raw) ``` The preprocessing transforms `` angle-bracket syntax but does not inspect or reject catastrophically backtracking patterns. Proof of Concept ```python import nltk import time Token of 25 'a' characters produces self._raw = "" The trailing '!' ensures no match, forcing full backtracking. text = nltk.Text(["a" * 25 + "!"]) Pattern after transformation: → )>) Becomes: (?:) re.findall runs this against "" — hangs. start = time.time() text.findall(r"") # Never returns ``` Impact Applications that expose `Text.findall()` to external input are vulnerable to a denial of service. An unauthenticated attacker can cause indefinite CPU saturation with one request, denying service to all other users of the Python process. Remediation This vulnerability was patched in commit `d8e4753`. Users should update to the patched version. Credit Tool: Kira by Offgrid Security

Related

Alias · CVE (1)

  • CVE-2026-80205 NLTK versions before 3.10.0 contain a regular expression denial of service vulnerability in Text.findall() and TokenSearcher.findall()… vulnerability

Weakness · CWE (1)

  • CWE-1333 Inefficient Regular Expression Complexity weakness

References