PAR fine-tunes CLIP to remove backdoors from structured triggers while preserving standard performance, and works even with only synthetic image-text pairs.
Invisible backdoor attacks on deep neural networks via steganography and regularization
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Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP
PAR fine-tunes CLIP to remove backdoors from structured triggers while preserving standard performance, and works even with only synthetic image-text pairs.