Defense against Adversarial Attacks on Deep Convolutional Neural Networks

This is a research work initiated by my colleague Dr Nagender. In this research, we explore techniques in defense against adversarial attacks on deep learning networks.

Evaluation of Robustness of Popular Deep Learning Architectures against Adversarial Attack

This is Azry’s work as a research assistance in our research project. In this work, we evaluated the certified robustness of a few popular deep learning networks against adversarial attack.