Robust VAEs via Generating Process of Noise Augmented Data

Hiroo Irobe, Wataru Aoki, Kimihiro Yamazaki +5

Advancing defensive mechanisms against adversarial attacks in generative models is a critical research topic in machine learning. Our study focuses on a specific type of generative…