TAPT adapts CLIP's prompts per test image using entropy minimization and ImageNet-based embedding alignment, but it is evaluated only against non-adaptive attacks.
Reliable evalua- tion of adversarial robustness with an ensemble of diverse parameter-free attacks
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TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models
TAPT adapts CLIP's prompts per test image using entropy minimization and ImageNet-based embedding alignment, but it is evaluated only against non-adaptive attacks.