{"data":{"id":"c37ddf9c-3af2-4635-897b-b1ed9fbc95df","title":"CVE-2026-116179: vLLM from 0.18.0 before 0.31.0 contains a resource exhaustion vulnerability that allows API clients to bypass the…","summary":"vLLM from 0.18.0 before 0.31.0 lets API clients bypass the video/jpeg frame-count cap by overriding num_frames through media_io_kwargs. Setting num_frames to -1 with a large inline video makes VideoMediaIO.load_base64 decode every frame, which exhausts memory and crashes the API frontend.","solution":"N/A -- no mitigation discussed in source.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2026-116179","publishedAt":"2026-10-25T14:16:57.620Z","cveId":"CVE-2026-116179","cweIds":["CWE-770"],"cvssScore":"7.5","cvssSeverity":"high","severity":"high","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["vLLM"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"vLLM resource exhaustion through media_io_kwargs video frame-count override","headlinePromptVersion":"h1","cvssVector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","attackVector":"network","attackComplexity":"low","privilegesRequired":"none","userInteraction":"none","exploitMaturity":"unknown","epssScore":0,"epssCheckedAt":"2026-10-25T18:08:33.113Z","kevDateAdded":null,"advisoryAliases":["GHSA-6vc9-vh4h-cxh4"],"affectedPackagesSource":null,"affectedPackagesCheckedAt":"2026-10-25T18:08:37.068Z","patchAvailable":null,"disclosureDate":"2026-10-25T14:16:57.620Z","capecIds":["CAPEC-130"],"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"inference","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null}}