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GHSA-rrv8-h7p8-rx55

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

Source: GitHub Advisory Database (reviewed) High CVE-2026-80205

Packages

EcosystemPackageAffectedFixed in
PyPI nltk < 3.10.0 3.10.0

Details

As written in the advisory (Markdown source, shown as plain text).

### 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) regexp = re.sub(r"(?<!\\)\.", "[^>]", regexp) # User-controlled regexp executed with no timeout hits = re.findall(regexp, self._raw) ``` The preprocessing transforms `<` and `>` 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 = "<aaaaaaaaaaaaaaaaaaaaaaaa!>" # The trailing '!' ensures no match, forcing full backtracking. text = nltk.Text(["a" * 25 + "!"]) # Pattern after transformation: # < → (?:<(?: # > → )>) # Becomes: (?:<(?:((a+)+)b)>) # re.findall runs this against "<aaaaaaaaaaaaaaaaaaaaaaaa!>" — hangs. start = time.time() text.findall(r"<((a+)+)b>") # 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](https://www.offgridsec.com)

References

External links from the advisory. They lead to third-party sites.