Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection

Yinghe Zhang, Chi Liu, Shuai Zhou +2

Adversarial attacks pose a critical security threat to real-world AI systems by injecting human-imperceptible perturbations into benign samples to induce misclassification in deep…