Multiple Adversarial Domains Adaptation Approach for Mitigating Adversarial Attacks Effects

Table 5

Accuracy results on CIFAR10.

Defense	Clean%	FGSM	BIM	PGD
Vanilla	83.35	14.99	15.62	11.07
AT	82.92	64.22	61.12	49.35
MADA without	82.73	64.12	62.02	49.69
MADA without and	79.56	62.18	59.90	47.86
MADA	83.28	66.16	63.43	52.61