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Security Advisories: GSA_kwCzR0hTQS13YzM2LTk2OTQtZjlyZs4AA_mw
vLLM Denial of Service via the best_of parameter
A vulnerability was found in the ilab model serve component, where improper handling of the best_of parameter in the vllm JSON web API can lead to a Denial of Service (DoS). The API used for LLM-based sentence or chat completion accepts a best_of parameter to return the best completion from several options. When this parameter is set to a large value, the API does not handle timeouts or resource exhaustion properly, allowing an attacker to cause a DoS by consuming excessive system resources. This leads to the API becoming unresponsive, preventing legitimate users from accessing the service.
Permalink: https://github.com/advisories/GHSA-wc36-9694-f9rfJSON: https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS13YzM2LTk2OTQtZjlyZs4AA_mw
Source: GitHub Advisory Database
Origin: Unspecified
Severity: Moderate
Classification: General
Published: about 1 month ago
Updated: about 1 month ago
CVSS Score: 6.2
CVSS vector: CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Identifiers: GHSA-wc36-9694-f9rf, CVE-2024-8939
References:
- https://nvd.nist.gov/vuln/detail/CVE-2024-8939
- https://access.redhat.com/security/cve/CVE-2024-8939
- https://bugzilla.redhat.com/show_bug.cgi?id=2312782
- https://github.com/vllm-project/vllm/issues/6137
- https://github.com/advisories/GHSA-wc36-9694-f9rf
Blast Radius: 4.3
Affected Packages
pypi:vllm
Dependent packages: 46Dependent repositories: 5
Downloads: 625,856 last month
Affected Version Ranges: <= 0.5.0.post1
No known fixed version
All affected versions: