CVE-2026-126396
vLLM from 0.24.0 before 0.31.0 Resource Exhaustion via MiniMax M3 min_pixels
CVSS Score
5.3
EPSS Score
0.0%
EPSS Percentile
0th
vLLM from 0.24.0 before 0.31.0 contains a resource exhaustion vulnerability in the MiniMax M3 VL video processor, which accepts request-level min_pixels without range or min_pixels <= max_pixels validation. Its video-wide pixel budget is enforced only when max_long_side_pixel is set, and that value defaults to None. API clients can supply a large min_pixels via mm_processor_kwargs to enlarge every decoded frame, causing excessive CPU and host-memory consumption that may disrupt workers or the service.
| CWE | CWE-770 |
| Vendor | vllm-project |
| Product | vllm |
| Published | Nov 13, 2026 |
| Last Updated | Nov 13, 2026 |
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CVSS v3 Breakdown
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
None
Integrity
None
Availability
Low
Affected Versions
vllm-project / vllm
0.24.0 < 0.31.0
References
Credits
🔍 mg-princess jperezdealgaba