Defending Against Unforeseen Failure Modes with Latent Adversarial Training

Stephen Casper, Lennart Schulze, Oam Patel +1

Despite extensive diagnostics and debugging by developers, AI systems sometimes exhibit harmful unintended behaviors. Finding and fixing these is challenging because the attack sur…