STAIR Research Group | Scalable & Trustworthy AI Research
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Graph Mining
FlowScope: Spotting Money Laundering Based on Graphs
A scalable algorithm for detecting money laundering in financial networks using multipartite graph modeling to trace complete fund flows from source to destination accounts.
Apr 3, 2020
📊 Code Repository
📄 AAAI Paper
🎯 Demo
HoloScope: Topology-and-Spike Aware Fraud Detection
A holistic fraud detection system that leverages graph topology, temporal spikes, and rating deviations to accurately identify fraudulent user groups with sub-quadratic time complexity.
Nov 7, 2017
📊 GitHub Repository
📄 Paper
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