Cross-VM Side Channels and Their Use to Extract Private Keys

Cool application of machine learning in the security field: extracting private keys from virtual machines running on shared hardware by training a Support-Vector-Machine model to classify data bits collected.

http://www.cs.unc.edu/~reiter/papers/2012/CCS.pdf

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