SoK: Is Neural Network Hardware Vulnerable to Model Reverse Engineering?

ePrint Report: SoK: Is Neural Network Hardware Vulnerable to Model Reverse Engineering?

Seetal Potluri, Farinaz Koushanfar

There has been significant progress over the past seven years in model reverse engineering (RE) for neural network (NN) hardware. Although there has been systematization of knowledge (SoK) in an overall sense, however, the treatment from the hardware perspective has been far from adequate. To bridge this gap, this paper systematically categorizes the types of NN hardware used prevalently by the industry/academia, and also …

engineering eprint report hardware knowledge network neural network progress report reverse reverse engineering vulnerable