Supervised ML on EM side-channel data and cpufreq DVFS states identifies known applications and flags unknown ones with at least 85% accuracy on Snapdragon 820 ARMv8 hardware.
Memento: Learning secrets from process footprints,
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Application Inference using Machine Learning based Side Channel Analysis
Supervised ML on EM side-channel data and cpufreq DVFS states identifies known applications and flags unknown ones with at least 85% accuracy on Snapdragon 820 ARMv8 hardware.