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Responding to an Adaptive Fraud Ring
Your dashboards show: over 6 hours, the decline rate on transactions between 180–220 from a specific set of BINs (card ranges) has tripled, while overall fraud rate (from mature labels, 8 weeks old) shows no recent change. Rule-hit rates show a new pattern: many of these transactions use previously unseen devices but reused shipping addresses.
- Why is "mature label fraud rate shows no change" not reassuring here, and what should you look at instead?
- Propose an immediate (same-day) response and a medium-term (same-week) response, and explain why they differ in mechanism.
- Why does clustering transactions right around 180–220 specifically suggest an adaptive adversary rather than a natural traffic pattern?
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