Cycle-Consistent Adversarial GAN: The Integration of Adversarial Attack and Defense

Figure 1

The framework of CycleAdvGAN consists of two generators and , two discriminators and , and attacking a target model . (a) The attack cyclic part of the architecture; (b) the defense cyclic part of the architecture.

(a)

(b)