GitHub Advisoryadvisory · PyPI

GHSA-rwxx-mrjm-wc2m vLLM: ReDoS via structured_outputs.regex compiled without timeout in xgrammar and outlines backends

HIGH Published 2026-07-17 Modified 2026-07-17 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