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.
References
Configurations
No configuration.
History
No history.
Information
Published : 2024-09-17 17:15
Updated : 2024-09-20 12:30
NVD link : CVE-2024-8939
Mitre link : CVE-2024-8939
CVE.ORG link : CVE-2024-8939
JSON object : View
Products Affected
No product.
CWE
CWE-400
Uncontrolled Resource Consumption