DNN layer profiling with hardware counters

Research at IIT Hyderabad explored how hardware performance-counter traces reveal DNN layer signatures. The work combined statistical analysis and machine learning and was published at ACM AIMLSystems ’21.

Inferring DNN layer-types through a hardware performance counters based side channel attack

D. K. B. Achary, R. S. C. Teja, S. Mittal, B. Panda and C. K. Mohan.

Publication and DOI · Paper

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