Noise-Response Analysis of Deep Neural Networks Quantifies Robustness and Fingerprints Structural Malware

N. Benjamin Erichson, Dane Taylor, Qixuan Wu +1

The ubiquity of deep neural networks (DNNs), cloud-based training, and transfer learning is giving rise to a new cybersecurity frontier in which unsecure DNNs have `structural malw…