Semantic Preserving Adversarial Attack Generation with Autoencoder and Genetic Algorithm

Xinyi Wang, Simon Yusuf Enoch, Dong Seong Kim

Widely used deep learning models are found to have poor robustness. Little noises can fool state-of-the-art models into making incorrect predictions. While there is a great deal of…