Improving Adversarial Transferability on Vision-Language Pre-training Models via Surrogate-Specific Bias Correction

Lijia Yu, Jiuxin Cao, Yuchen Qiang +3

Adversarial examples reveal vulnerabilities in Vision-Language Pre-training (VLP) models and provide insights for improving robustness. A key property is cross-model transferabilit…