Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks

Ferheen Ayaz, Idris Zakariyya, José Cano +4

Reducing the memory footprint of Machine Learning (ML) models, particularly Deep Neural Networks (DNNs), is essential to enable their deployment into resource-constrained tiny devi…