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

no code implementations • 31 Jul 2020 • N. Benjamin Erichson, Dane Taylor, Qixuan Wu, Michael W. Mahoney

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 malware' (i. e., compromised weights and activation pathways).

Transfer Learning