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Add a ROC-curve metric, $(FP_\tau, TP_\tau)_{\tau\in\mathbb{R}}$, to compare attacks.
Add a simple estimation of $\varepsilon^\text{eff}$ as $\max_{\tau} \frac{TP_\tau}{FP_\tau}$ (with some minimum number of samples to make sure that the estimate is well-defined).
Implement Clopper-Pearson bounds confidence intervals for TP and FP, in order to have a statistically-significant estimate of $\varepsilon^{eff}$.
The text was updated successfully, but these errors were encountered:
The text was updated successfully, but these errors were encountered: