MIG-COW: Transferable Adversarial Attacks on Deepfake Detectors via Gradient Decomposition

Wonjune Seo, Joonhyuk Baek, Yeseong Jung +1

Despite recent advances, deepfake detectors remain vulnerable to adversarial examples, particularly in diverse, real-world settings. We propose MIG-COW, a novel adversarial attack…