{"data":{"id":"ab77e941-73b3-4529-8c8b-0c367ce907ce","title":"CVE-2026-126396: vLLM from 0.24.0 before 0.31.0 contains a resource exhaustion vulnerability in the MiniMax M3 VL video processor, which…","summary":"vLLM versions from 0.24.0 before 0.31.0 contain a resource exhaustion flaw in the MiniMax M3 VL video processor, tracked as CVE-2026-126396. The processor accepts a request-level min_pixels value without range or min_pixels <= max_pixels validation, and its video-wide pixel budget applies only when max_long_side_pixel is set, which defaults to None. An API client can pass a large min_pixels through mm_processor_kwargs to enlarge every decoded frame, consuming excessive CPU and host memory that may disrupt workers or the service.","solution":"N/A -- no mitigation discussed in source.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2026-126396","publishedAt":"2026-11-13T10:17:43.750Z","cveId":"CVE-2026-126396","cweIds":["CWE-770"],"cvssScore":"5.3","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["vLLM","MiniMax M3 VL"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"vLLM resource exhaustion in MiniMax M3 VL video processor via min_pixels","headlinePromptVersion":"h1","cvssVector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L","attackVector":"network","attackComplexity":"low","privilegesRequired":"none","userInteraction":"none","exploitMaturity":"unknown","epssScore":0.00418,"epssCheckedAt":"2026-11-13T18:11:31.374Z","kevDateAdded":null,"advisoryAliases":["GHSA-292g-3f4p-4ffc"],"affectedPackagesSource":null,"affectedPackagesCheckedAt":"2026-11-13T18:11:35.540Z","patchAvailable":null,"disclosureDate":"2026-11-13T10:17:43.750Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":["CAPEC-130"],"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"inference","llmSpecific":true,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[]}}