AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems

no code implementations • 20 Nov 2023 • Sai Amrit Patnaik, Shivali Chansoriya, Anil K. Jain, Anoop M. Namboodiri

We propose AdvGen, an automated Generative Adversarial Network, to simulate print and replay attacks and generate adversarial images that can fool state-of-the-art PADs in a physical domain attack setting.

Adversarial Attack Face Presentation Attack Detection +1