{"data":{"id":"a246bd37-3baa-45af-96d3-b5fc57638f93","title":"Deep video inpainting and video inpainting detection: A comprehensive survey from deep learning perspective","summary":"This survey paper reviews deep learning techniques for video inpainting (filling in missing or removed parts of videos) and methods to detect when videos have been inpainted. The research covers both how AI systems can reconstruct videos and how to identify when such reconstruction has occurred, addressing concerns about manipulated video content.","solution":"N/A -- no mitigation discussed in source.","labels":["research"],"sourceUrl":"https://www.sciencedirect.com/science/article/pii/S2214212626000761?dgcid=rss_sd_all","publishedAt":"2026-05-09T06:00:50.490Z","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":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.75,"researchCategory":"peer_reviewed","atlasIds":null}}