Rethinking Non-idealities in Memristive Crossbars for Adversarial Robustness in Neural Networks

Abhiroop Bhattacharjee, Priyadarshini Panda

Deep Neural Networks (DNNs) have been shown to be prone to adversarial attacks. Memristive crossbars, being able to perform Matrix-Vector-Multiplications (MVMs) efficiently, are us…