Black-Box Attack against GAN-Generated Image Detector with Contrastive Perturbation

Zijie Lou, Gang Cao, Man Lin

Visually realistic GAN-generated facial images raise obvious concerns on potential misuse. Many effective forensic algorithms have been developed to detect such synthetic images in…