One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks

Shutong Wu, Sizhe Chen, Cihang Xie +1

Unlearnable examples (ULEs) aim to protect data from unauthorized usage for training DNNs. Existing work adds ${\ell }_{\infty }$-bounded perturbations to the original sample so that the…