Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising

Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas +1

Despite substantial advances in network architecture performance, the susceptibility of adversarial attacks makes deep learning challenging to implement in safety-critical applicat…