{"data":{"id":"3b53ff38-0705-4615-b148-cda6b66f05dd","title":"Privacy-preserving for user-uploaded images and text in Vision-Language Models","summary":"Vision-language models (AI systems that process both images and text together) can leak private information from user-uploaded content, such as identifying people in photos or extracting sensitive text. This research examines privacy risks when users submit images and text to these models. The paper proposes privacy-preserving methods to protect user data while still allowing these AI systems to function effectively.","solution":"N/A -- no mitigation discussed in source.","labels":["privacy","research"],"sourceUrl":"https://www.sciencedirect.com/science/article/pii/S0167404826001070?dgcid=rss_sd_all","publishedAt":"2026-04-28T12:01:26.173Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":["Vision-Language Models"],"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":["confidentiality"],"aiComponentTargeted":"training_data","llmSpecific":false,"classifierConfidence":0.85,"researchCategory":"peer_reviewed","atlasIds":null}}