RESQ: A Unified Framework for REliability- and Security Enhancement of Quantized Deep Neural Networks

Ali Soltan Mohammadi, Samira Nazari, Ali Azarpeyvand +5

This work proposes a unified three-stage framework that produces a quantized DNN with balanced fault and attack robustness. The first stage improves attack resilience via fine-tuni…