Power Side-Channel Membership Inference Attack on Embedded Machine Learning

Membership inference attacks MIAs threaten the privacy of machine learning ML training data by determining whether a sample was used to train a target model. Existing MIAs rely on model outputs, ranging from prediction probabilities to predicted labels, an assumption that can be restrictive for...