GitHub Advisoryadvisory · PyPI
GHSA-rrv8-h7p8-rx55 NLTK: ReDoS in nltk.text.Text.findall() via unvalidated user-supplied regular expressions
HIGH
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
- https://github.com/nltk/nltk/security/advisories/GHSA-rrv8-h7p8-rx55 web
- https://nvd.nist.gov/vuln/detail/CVE-2026-80205 advisory
- https://github.com/nltk/nltk/pull/3674 web
- https://github.com/nltk/nltk/commit/d8e47539317b571ab1422981f5b9653d5eae1249 web
- https://github.com/nltk/nltk package
- https://github.com/nltk/nltk/releases/tag/v3.10.0 web
- https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3750.yaml web
- https://www.vulncheck.com/advisories/nltk-before-3.10.0-redos-via-text-findall-unvalidated-regex web
- http://www.openwall.com/lists/oss-security/2026/09/01/3 web