Machine Learning, AI, Deep Learning, Ai Safety.
“adversary” to allow us to detect such failures in advance (e.g., in a controlled environment). If the adversary can efficiently identify the worst-case input for a given model, this allows us to catch rare failure cases before deploying a model. As with image classifiers, evaluating against a weak