Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons

Chandresh Pravin, Ivan Martino, Giuseppe Nicosia +1

We identify fragile and robust neurons of deep learning architectures using nodal dropouts of the first convolutional layer. Using an adversarial targeting algorithm, we correlate…