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

arXiv:2610.30914v1 Announce Type: cross Abstract: Despite recent advances, deepfake detectors remain vulnerable to adversarial examples, particularly in diverse, real-world settings. We propose MIG-COW, a novel adversarial attack framework that generates highl