Directional Bias-guided Defense (DBD)

New methods boost VLM robustness against adversarial attacks

Researchers have developed new methods to improve the adversarial robustness of vision-language models (VLMs) like CLIP. SS-TPT uses stability and suitability scores to guide adaptation and inference, amplifying trustwo…