{"data":{"id":"111b5b4b-a95f-4b6e-b00c-6cd12b2954eb","title":"Adaptive Real-Time Financial Fraud Detection with Explainable AI Tools","summary":"This academic paper discusses using explainable AI (AI systems that can show their reasoning for decisions) to detect financial fraud as it happens in real time. The research focuses on making fraud detection systems that adapt to new fraud patterns while also being transparent about why they flag transactions as suspicious.","solution":"N/A -- no mitigation discussed in source.","labels":["research","security"],"sourceUrl":"https://dl.acm.org/doi/abs/10.1145/3794859?af=R","publishedAt":"2026-03-16T21:11:52.632Z","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":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.72,"researchCategory":"peer_reviewed","atlasIds":null}}