holisticai.robustness.metrics

Binary Classification

adversarial_accuracy	Calculate the adversarial accuracy of a model with array-like inputs.
empirical_robustness	Calculate the empirical robustness of an adversarial example.
accuracy_degradation_profile	Generates an accuracy degradation profile by iteratively reducing the size of the nearest neighbors considered in the test set and comparing the classifier's accuracy against a baseline.