No TPU Left Behind: Retrofitting Side-Channel Protection into Edge TPUs

Ashley Kurian, Anuj Dubey, Modini Ayyagari +1

Side-channel attacks can recover neural network parameters from physical signals, even on commercial edge accelerators. Existing defenses require changes to hardware, instruction s…