How do you design a real-time fraud detection system in Java?

A fraud detection system uses streaming data processing, ML models, and rule engines.

Events flow through Kafka, processed in real-time using stream processors. Rules engine evaluates patterns (velocity checks, geo anomalies). ML models score transactions. Decisions are made within milliseconds.