advancedFraud Detection Systems53 of 132

Design a real-time fraud detection system for card transactions

Tests whether you push scoring into a low-latency streaming path with pre-computed feature aggregates (velocity counters, rolling windows) instead of querying historical transaction tables synchronously on every swipe.

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Generate a complete, structured system design answer — requirements, capacity estimation, API design, architecture, database choice, scaling, caching, fault tolerance, security, trade-offs, and more, walked through the way a strong senior engineer would in a real interview.

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