Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks

Qinglong Wang, Wenbo Guo, Alexander G. Ororbia +6

Deep neural networks have proven to be quite effective in a wide variety of machine learning tasks, ranging from improved speech recognition systems to advancing the development of…