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Table 5 Classification accuracy on the CIFAR-10 test dataset under white-box attacks

From: Secure machine learning against adversarial samples at test time

Attack FGSM C&W BIM DeepFool
Original 16% 46% 8% 13%
Robust classifier 47% 78% 80% 36%