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cs.LG2021
Model Extraction and Adversarial Attacks on Neural Networks using Switching Power Information
Tommy Li, Cory Merkel
Artificial neural networks (ANNs) have gained significant popularity in the last decade for solving narrow AI problems in domains such as healthcare, transportation, and defense. A…
cs.LG2020
Exploring Energy-Accuracy Tradeoffs in AI Hardware
Cory Merkel
Artificial intelligence (AI) is playing an increasingly significant role in our everyday lives. This trend is expected to continue, especially with recent pushes to move more AI to…