Calibrating Uncertainty for Zero-Shot Adversarial CLIP

Wenjing Lu, Zerui Tao, Yuning Qiu +3

CLIP delivers strong zero-shot classification but remains highly vulnerable to adversarial attacks. Prior adversarial fine-tuning work primarily matches predicted logits between cl…