An RNN trained unsupervised on benign hardware counter traces detects multiple unseen attacks including Meltdown, Spectre, Rowhammer and Zombieload with F-score 0.9970.
These are not your grand daddys cpu performance counters–cpu hardware performance counters for security
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FortuneTeller: Predicting Microarchitectural Attacks via Unsupervised Deep Learning
An RNN trained unsupervised on benign hardware counter traces detects multiple unseen attacks including Meltdown, Spectre, Rowhammer and Zombieload with F-score 0.9970.