{"data":{"id":"d05dc0fd-2279-4b9e-a1be-01320f3a139b","title":"XFaceMark: Explainable deep fake watermarking using YOLO, and random MRFO","summary":"This paper presents XFaceMark, a method that uses YOLO (an object detection system that identifies items in images) and random MRFO (a nature-inspired optimization algorithm) to add watermarks to deepfakes (AI-generated fake videos or images) in a way that can be explained and understood. The approach aims to make deepfakes traceable while allowing researchers to understand how the watermarking process works.","solution":"N/A -- no mitigation discussed in source.","labels":["research","security"],"sourceUrl":"https://www.sciencedirect.com/science/article/pii/S2214212626000864?dgcid=rss_sd_all","publishedAt":"2026-04-07T18:02:15.039Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":["YOLO"],"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":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.75,"researchCategory":"peer_reviewed","atlasIds":null}}