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BenchmarkTPR at 1% FPR

TPR@1% FPR

A common evaluation metric in the detection and auditing field, denoting the highest true positive rate (TPR) achievable while the false positive rate (FPR) is controlled at 1%, used to measure detector sensitivity under low false-positive conditions.

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Oct 23

On the Pokemon dataset, across three real data transformations and two architecture families, SpectralCanary achieves the highest average TPR@1% FPR of 91.1% per generation.

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Oct 23

TPR@1% FPR denotes the highest detection rate achievable when the false positive rate is strictly controlled at 1%.

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