GitHub Advisoryadvisory · PyPI

GHSA-rf74-v2fm-23pw Natural Language Toolkit (NLTK) has unbounded recursion in JSONTaggedDecoder.decode_obj() may cause DoS

MEDIUM Published 2026-03-18 Modified 2026-09-02 Official page ↗
Aliases
CVE-2026-66393
Ecosystem
PyPI
Packages
nltk
Severity
Moderate
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
Weaknesses
CWE-674
Reviewed
2026-03-18

Affected packages

• PyPI nltk: < 3.9.4 → fixed in 3.9.4

Description

Summary `JSONTaggedDecoder.decode_obj()` in `nltk/jsontags.py` calls itself recursively without any depth limit. A deeply nested JSON structure exceeding `sys.getrecursionlimit()` (default: 1000) will raise an unhandled `RecursionError`, crashing the Python process. Affected code File: `nltk/jsontags.py`, lines 47–52 ```python @classmethod def decode_obj(cls, obj): if isinstance(obj, dict): obj = {key: cls.decode_obj(val) for (key, val) in obj.items()} elif isinstance(obj, list): obj = list(cls.decode_obj(val) for val in obj) ``` Proof of Concept ```python import sys, json from nltk.jsontags import JSONTaggedDecoder depth = sys.getrecursionlimit() + 50 # e.g. 1050 payload = '{"x":' * depth + "null" + "}" * depth Raises RecursionError, crashing the process json.loads(payload, cls=JSONTaggedDecoder) ``` Impact Any code path that passes externally-supplied JSON to `JSONTaggedDecoder` is vulnerable to denial of service. The severity depends on whether such a path exists in the calling code (e.g. `nltk/data.py`). Suggested Fix Add a depth parameter with a hard limit: ```python @classmethod def decode_obj(cls, obj, _depth=0): if _depth > 100: raise ValueError("JSON nesting too deep") if isinstance(obj, dict): obj = {key: cls.decode_obj(val, _depth + 1) for (key, val) in obj.items()} elif isinstance(obj, list): obj = list(cls.decode_obj(val, _depth + 1) for val in obj) ```

Related

Alias · CVE (1)

  • CVE-2026-66393 NLTK versions before 3.9.4 contain an unbounded recursion vulnerability in JSONTaggedDecoder.decode_obj() that allows attackers to cause… vulnerability

Weakness · CWE (1)

  • CWE-674 Uncontrolled Recursion weakness

References