Li, Yaliang

Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness

2023 · arXiv (Cornell University)

A prevailing belief in attack and defense community is that the higher flatness of adversarial examples enables their better cross-model transferability, leading to a growing interest in employing sharpness-aware minimization and its variants. However, the …