{"data":{"id":"4b296975-5a19-4f2e-a8ed-bea66d3f4400","title":"Watermarking for Model Ownership Verification:Invisible at Deployment, Activated by Updates","summary":"The source is a journal citation for a paper titled \"Watermarking for Model Ownership Verification: Invisible at Deployment, Activated by Updates,\" published in ACM Transactions on Privacy and Security, Volume 29, Issue 3, pages 1-28, August 2026. The source text contains no abstract, method, or findings, so the summary cannot describe the research beyond its title and publication details.","solution":"N/A -- no mitigation discussed in source.","labels":["research","security"],"sourceUrl":"https://dl.acm.org/doi/abs/10.1145/3817059?ai=2p1&mi=hx017f&af=R","publishedAt":"2026-06-12T00:00:34.955Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":null,"fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.85,"researchCategory":"peer_reviewed","atlasIds":null}}