Hardware side-channel attacks can recover deep-learning model architecture, parameters and inputs; this survey taxonomizes the leaks, attacks and countermeasures.
NNLeak: An AI-Oriented DNN Model Extrac- tion Attack through Multi-Stage Side Channel Analysis
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Securing Deep Learning Hardware: A Survey of Side-Channel Vulnerabilities and Countermeasures
Hardware side-channel attacks can recover deep-learning model architecture, parameters and inputs; this survey taxonomizes the leaks, attacks and countermeasures.