Adaptive Real-Time Financial Fraud Detection with Explainable AI Tools
inforesearchPeer-Reviewed
researchsecurity
Source: ACM Digital Library (TOPS, DTRAP, CSUR)March 16, 2026
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.
Classification
Attack SophisticationModerate
Impact (CIA+S)
integrity
AI Component TargetedModel
Original source: https://dl.acm.org/doi/abs/10.1145/3794859?af=R
First tracked: March 16, 2026 at 05:11 PM
Classified by LLM (prompt v3) · confidence: 72%