1 code implementation • 27 Dec 2021 • Behnam Ghavami, Mani Sadati, Zhenman Fang, Lesley Shannon
Deep neural networks (DNNs) are increasingly being deployed in safety-critical systems such as personal healthcare devices and self-driving cars.
no code implementations • 7 Dec 2021 • Behnam Ghavami, Mani Sadati, Mohammad Shahidzadeh, Zhenman Fang, Lesley Shannon
Adversarial bit-flip attack (BFA) on Neural Network weights can result in catastrophic accuracy degradation by flipping a very small number of bits.