GHSA-hf3c-wxg2-49q9
vLLM vulnerable to Denial of Service by abusing xgrammar cache
At a glance
- Published
- Updated
- CVSS_V3
- CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
Description
### Impact This report is to highlight a vulnerability in XGrammar, a library used by the structured output feature in vLLM. The XGrammar advisory is here: https://github.com/mlc-ai/xgrammar/security/advisories/GHSA-389x-67px-mjg3 The [xgrammar](https://xgrammar.mlc.ai/docs/) library is the default backend used by vLLM to support structured output (a.k.a. guided decoding). Xgrammar provides a required, built-in cache for its compiled grammars stored in RAM. xgrammar is available by default through the OpenAI compatible API server with both the V0 and V1 engines. A malicious user can send a stream of very short decoding requests with unique schemas, resulting in an addition to the cache for each request. This can result in a Denial of Service by consuming all of the system's RAM. Note that even if vLLM was configured to use a different backend by default, it is still possible to choose xgrammar on a per-request basis using the `guided_decoding_backend` key of the `extra_body` field of the request with the V0 engine. This per-request choice is not available when using the V1 engine. ### Patches * https://github.com/vllm-project/vllm/pull/16283 ### Workarounds There is no way to workaround this issue in existing versions of vLLM other than preventing untrusted access to the OpenAI compatible API server. ### References * https://github.com/mlc-ai/xgrammar/security/advisories/GHSA-389x-67px-mjg3
Affected packages
| Package | Versions |
|---|---|
| PyPI · vllm | introduced 0.6.5, fixed 0.8.4 |
References
- https://github.com/mlc-ai/xgrammar/security/advisories/GHSA-389x-67px-mjg3 WEB
- https://github.com/vllm-project/vllm/security/advisories/GHSA-hf3c-wxg2-49q9 WEB
- https://github.com/vllm-project/vllm/pull/16283 WEB
- https://github.com/vllm-project/vllm/commit/cb84e45ac75b42ba6795145923e8eb323bb825ad WEB
- https://github.com/vllm-project/vllm PACKAGE
Sources
| Source | Licence |
|---|---|
| OSV.dev | CC-BY 4.0 — GitHub Advisory Database |