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Score a fraud detector against a bank that ships its own answer key

A fully synthetic UAE retail bank (no real customer ever existed) with organized-fraud rings planted so their ground truth is known exactly. Build a detection rule below and watch it get scored against that truth. The bank’s own fraud flag catches … of the rings, and you can only know that because the answers were declared before the data existed.

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