CVE-2026-72818
Reported by VulnCheck · Published August 20, 2026
The URLS regular expression in nltk/tokenize/casual.py, compiled into TweetTokenizer.WORD_RE and applied by TweetTokenizer.tokenize, contains a naked-domain branch whose domain-label prefix [a-z0-9]+(?:[.\-][a-z0-9]+)* is unbounded. Input consisting of many alternating label separators can be partitioned in exponentially many ways, and because the branch also requires a trailing top-level domain that such input never supplies, the engine explores those partitions before failing at each offset. A few kilobytes of input therefore consumes seconds to minutes of single-threaded CPU, and the HANG_RE substitution performed before matching does not collapse the pattern. TweetTokenizer is intended for tokenizing untrusted social-media text, so any service that applies it, or the module-level casual_tokenize, to submitted text can be stalled per request without authentication. Version 3.10.1 bounds the label repetition.
Risk Scores
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| nltk | nltk | 0, 3.10.1 |
| nltk | nltk | 0, 3.10.1 |
| nltk | nltk | |
| wolfi | open-webui | 0, 0, 0 |
| chainguard | nemo | 0 |
| PyPI | nltk | 0 |
| chainguard | open-webui | 0, 0, 0 |
Timeline
- Aug 20, 2026 CVE Published
- Aug 21, 2026 Coalition ESS Score
- Aug 24, 2026 EPSS Score
- Aug 26, 2026 EPSS Score
- Aug 30, 2026 EPSS Score
- Sep 3, 2026 EPSS Score
- Sep 3, 2026 Security Advisory
- Sep 6, 2026 EPSS Score
- Sep 9, 2026 EPSS Score
- Sep 12, 2026 EPSS Score
- Sep 16, 2026 EPSS Score
- Sep 18, 2026 EPSS Score
References
- GitHub Issue #3704 issue-tracking
- Unbounded naked-domain branch in the URLS pattern at 3.9.4 technical-description
- NLTK v3.10.1 Release Notes release-notes
- product
- VulnCheck Advisory: NLTK TweetTokenizer URL Pattern Backtracks Catastrophically on Naked-Domain-Like Input third-party-advisory
- https://nvd.nist.gov/vuln/detail/CVE-2026-72818 advisory
- https://github.com/advisories/GHSA-qx2g-xrx7-vfh8 advisory
- https://github.com/nltk/nltk/pull/3701 patch
- https://github.com/nltk/nltk/commit/e092ed52eccae642304448bffc8d23cb301f85c1 patch