Restricted Black-box Adversarial Attack Against DeepFake Face Swapping. (arXiv:2204.12347v1 [cs.CV])

DeepFake face swapping presents a significant threat to online security and
social media, which can replace the source face in an arbitrary photo/video
with the target face of an entirely different person. In order to prevent this
fraud, some researchers have begun to study the adversarial methods against
DeepFake or face manipulation. However, existing works focus on the white-box
setting or the black-box setting driven by abundant queries, which severely
limits the practical application of these methods. To tackle this …

adversarial attack box deepfake restricted