GitHub Advisoryadvisory · PyPI
GHSA-rwxx-mrjm-wc2m vLLM: ReDoS via structured_outputs.regex compiled without timeout in xgrammar and outlines backends
HIGH
Official page ↗
- Aliases
- CVE-2026-55574
- Ecosystem
- PyPI
- Packages
- vllm
- Severity
- High
- CVSS vector
- CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
- Weaknesses
- CWE-1333
- Reviewed
- 2026-07-17
Affected packages
• PyPI vllm: < 0.24.0 → fixed in 0.24.0
Description
Summary
The `structured_outputs.regex` API parameter passes a user-supplied regex string directly to grammar compiler backends with no compilation timeout. In the xgrammar backend, the string reaches `compile_regex()` with no guard. In the outlines backend, `validate_regex_is_buildable()` blocks structural issues (lookarounds, backreferences) but provides zero protection against exponential DFA state-space explosion. Patterns like `(a+)+b` pass all checks and hang the inference worker.
Root Cause
`backend_xgrammar.py:91` — no timeout:
```python
ctx = self.compiler.compile_regex(grammar_spec)
```
`backend_outlines.py:299–330` — structural checks only, no complexity analysis:
```python
def validate_regex_is_buildable(regex: str) -> None:
sre_parse.parse(regex) # AST parse only — does not detect exponential patterns
_check_unsupported(...) # blocks lookarounds/backrefs, not nested quantifiers
```
`backend_outlines.py:64` — no timeout:
```python
oc.Index(regex_string, vocabulary.inner)
```
Impact
Denial of service — one request with an adversarial regex pattern hangs an inference worker indefinitely.
Remediation
Wrap `compile_regex()` and `oc.Index()` calls in a thread with a deadline (e.g., 5 seconds). Add complexity analysis to `validate_regex_is_buildable()` to detect nested quantifier patterns before compilation.
Related
Alias · CVE (1)
- CVE-2026-55574 vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. vulnerability
Weakness · CWE (1)
- CWE-1333 Inefficient Regular Expression Complexity weakness
References
- https://github.com/vllm-project/vllm/security/advisories/GHSA-rwxx-mrjm-wc2m web
- https://nvd.nist.gov/vuln/detail/CVE-2026-55574 advisory
- https://github.com/vllm-project/vllm/pull/45118 web
- https://github.com/vllm-project/vllm/commit/2b3006076c5e9bc4cda9e03e3641388de3c5c286 web
- https://github.com/pypa/advisory-database/tree/main/vulns/vllm/PYSEC-2026-2304.yaml web
- https://github.com/vllm-project/vllm package