{"data":{"id":"23161927-17bf-435e-a732-69200d085d97","title":"A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research","summary":"A survey in ACM Computing Surveys (Volume 58, Issue 14, pages 1-39, October 2026) covers fairness, bias, threats, and privacy in recommender systems. The source text provided gives no further detail on its methods or findings.","solution":"N/A -- no mitigation discussed in source.","labels":["security","privacy","research"],"sourceUrl":"https://dl.acm.org/doi/abs/10.1145/3821405?af=R","publishedAt":"2026-07-11T12:01:13.524Z","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,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality"],"aiComponentTargeted":"rag","llmSpecific":false,"classifierConfidence":0.8,"researchCategory":"peer_reviewed","atlasIds":null}}