{"data":{"id":"7e2622c4-26c5-4f50-b269-8cf8e7eec169","title":"FauForensics: Boosting Audio-Visual Deepfake Detection With Facial Action Units","summary":"Deepfakes (fake videos created with AI that look and sound realistic) are becoming harder to detect, especially when they manipulate both audio and visual elements together. Researchers created FauForensics, a new detection system that uses facial action units (FAUs, quantitative measurements of facial muscle movements linked to emotions) to identify these manipulated videos more reliably across different datasets.","solution":"N/A -- no mitigation discussed in source.","labels":["research","safety"],"sourceUrl":"http://ieeexplore.ieee.org/document/11435467","publishedAt":"2026-03-16T13:27:01.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":"2026-03-16T13:27:01.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.85,"researchCategory":"peer_reviewed","atlasIds":null}}