CVE-2025-32381: Denial of Service by abusing xgrammar unbounded cache in memory

6.5 CVSS

Description

XGrammar is an open-source library for efficient, flexible, and portable structured generation. Prior to 0.1.18, Xgrammar includes a cache for compiled grammars to increase performance with repeated use of the same grammar. This cache is held in memory. Since the cache is unbounded, a system making use of xgrammar can be abused to fill up a host's memory and case a denial of service. For example, sending many small requests to an LLM inference server with unique JSON schemas would eventually cause this denial of service to occur. This vulnerability is fixed in 0.1.18.

Classification

CVE ID: CVE-2025-32381

CVSS Base Severity: MEDIUM

CVSS Base Score: 6.5

CVSS Vector: CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

Problem Types

CWE-770: Allocation of Resources Without Limits or Throttling

Affected Products

Vendor: mlc-ai

Product: xgrammar

Exploit Prediction Scoring System (EPSS)

EPSS Score: 0.04% (probability of being exploited)

EPSS Percentile: 12.24% (scored less or equal to compared to others)

EPSS Date: 2025-04-21 (when was this score calculated)

References

https://nvd.nist.gov/vuln/detail/CVE-2025-32381
https://github.com/mlc-ai/xgrammar/security/advisories/GHSA-389x-67px-mjg3
https://github.com/mlc-ai/xgrammar/pull/243
https://github.com/vllm-project/vllm/pull/16283

Timeline