ReFace: Real-time Adversarial Attacks on Face Recognition Systems

no code implementations • 9 Jun 2022 • Shehzeen Hussain, Todd Huster, Chris Mesterharm, Paarth Neekhara, Kevin An, Malhar Jere, Harshvardhan Sikka, Farinaz Koushanfar

We find that the white-box attack success rate of a pure U-Net ATN falls substantially short of gradient-based attacks like PGD on large face recognition datasets.

Face Identification Face Recognition +1