To compress or not to compress: Understanding the Interactions between Adversarial Attacks and Neural Network Compression

Yiren Zhao, Ilia Shumailov, Robert Mullins +1

As deep neural networks (DNNs) become widely used, pruned and quantised models are becoming ubiquitous on edge devices; such compressed DNNs are popular for lowering computational…