BDFA: A Blind Data Adversarial Bit-flip Attack on Deep Neural Networks

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.