Impact of Low-bitwidth Quantization on the Adversarial Robustness for Embedded Neural Networks

Rémi Bernhard, Pierre-Alain Moellic, Jean-Max Dutertre

As the will to deploy neural networks models on embedded systems grows, and considering the related memory footprint and energy consumption issues, finding lighter solutions to sto…