A Novel Attack For Depleting DNN Model Inference With Runtime Code Fault Injections


A technical paper titled “Yes, One-Bit-Flip Matters! Universal DNN Model Inference Depletion with Runtime Code Fault Injection” was presented at the August 2024 USENIX Security Symposium by researchers at Peng Cheng Laboratory, Shanghai Jiao Tong University, CSIRO's Data61, University of Western Australia, and University of Waterloo. Abstract: "We propose, FrameFlip, a novel attack ... » read more