{"data":{"id":"e8849223-9668-4109-bee1-f1c3f3fe9046","title":"AIRPNet: Adaptive Image Restoration With Privacy Protection in Steganographic Domain","summary":"AIRPNet is a new AI system that restores damaged images while keeping them hidden from cloud services, protecting user privacy. The system works by concealing low-quality images inside other images using a technique called steganography (hiding data within other data), then restoring the hidden image without ever exposing it during processing. This approach offers better privacy protection than existing methods while maintaining image quality.","solution":"N/A -- no mitigation discussed in source.","labels":["research","privacy"],"sourceUrl":"http://ieeexplore.ieee.org/document/11419884","publishedAt":"2026-03-03T13:18:19.000Z","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":"2026-03-03T13:18:19.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.75,"researchCategory":"peer_reviewed","atlasIds":null}}