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How many samples does a false-positive budget need?

Pick a detector, run it over some benign traffic, and choose a threshold. Usually the threshold is an order statistic of the benign scores — the k-th largest, or a quantile — and you report something like false-positive rate ≤ 2% at 95% confidence . Two questions tend to get skipped in that sentenc…

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  1. 2026-10-02 16:58 · DEV Community — Machine Learning
    How many samples does a false-positive budget need?

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