Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack

Chin-Yuan Yeh, Hsi-Wen Chen, Hong-Han Shuai +2

With the successful creation of high-quality image-to-image (Img2Img) translation GANs comes the non-ethical applications of DeepFake and DeepNude. Such misuses of img2img techniqu…