Sample-wise Targeted Adversarial Attacks on Test-time Adaptation

Phuc Duc Nguyen, Quang Duc Nguyen

Test-time adaptation (TTA) effectively counters distribution shifts but exposes models to adversarial manipulation via the unlabeled test stream. Existing class-wise targeted attac…