The huggingface/transformers library, versions prior to 4.53.0, is vulnerable to Regular Expression Denial of Service (ReDoS) in the AdamWeightDecay optimizer. The vulnerability arises from the...
Full analysis pending. Showing NVD description excerpt.
Affected Systems
| Package | Ecosystem | Vulnerable Range | Patched |
|---|---|---|---|
| transformers | pip | < 4.53.0 | 4.53.0 |
| transformers | pip | — | No patch |
Severity & Risk
Recommended Action
Patch available
Update transformers to version 4.53.0
Compliance Impact
Compliance analysis pending. Sign in for full compliance mapping when available.
Technical Details
NVD Description
The huggingface/transformers library, versions prior to 4.53.0, is vulnerable to Regular Expression Denial of Service (ReDoS) in the AdamWeightDecay optimizer. The vulnerability arises from the _do_use_weight_decay method, which processes user-controlled regular expressions in the include_in_weight_decay and exclude_from_weight_decay lists. Malicious regular expressions can cause catastrophic backtracking during the re.search call, leading to 100% CPU utilization and a denial of service. This issue can be exploited by attackers who can control the patterns in these lists, potentially causing the machine learning task to hang and rendering services unresponsive.
Weaknesses (CWE)
CVSS Vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H References
- github.com/advisories/GHSA-4w7r-h757-3r74
- github.com/huggingface/transformers/commit/47c34fba5c303576560cb29767efb452ff12b8be
- github.com/huggingface/transformers/commit/d37f7517972f67e3f2194c000ed0f87f064e5099
- huntr.com/bounties/287d15a7-6e7c-45d2-8c05-11e305776f1f
- nvd.nist.gov/vuln/detail/CVE-2025-6921
- github.com/huggingface/transformers/commit/47c34fba5c303576560cb29767efb452ff12b8be Patch
- huntr.com/bounties/287d15a7-6e7c-45d2-8c05-11e305776f1f Exploit 3rd Party