5 citations · 5 across the 4 of their papers we have counts for
4 papers
HWGN2: Side-channel Protected Neural Networks through Secure and Private Function Evaluation
Mohammad Hashemi, Steffi Roy, Domenic Forte +1
Recent work has highlighted the risks of intellectual property (IP) piracy of deep learning (DL) models from the side-channel leakage of DL hardware accelerators. In response, to p…
General Domain Adaptation Through Proportional Progressive Pseudo Labeling
Mohammad J. Hashemi, Eric Keller
Domain adaptation helps transfer the knowledge gained from a labeled source domain to an unlabeled target domain. During the past few years, different domain adaptation techniques…
Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems
Mohammad J. Hashemi, Eric Keller
The increase of cyber attacks in both the numbers and varieties in recent years demands to build a more sophisticated network intrusion detection system (NIDS). These NIDS perform…
Stochastic Substitute Training: A Gray-box Approach to Craft Adversarial Examples Against Gradient Obfuscation Defenses
Mohammad Hashemi, Greg Cusack, Eric Keller
It has been shown that adversaries can craft example inputs to neural networks which are similar to legitimate inputs but have been created to purposely cause the neural network to…