Search Results for author: Mani Sadati

Found 2 papers, 1 papers with code

FitAct: Error Resilient Deep Neural Networks via Fine-Grained Post-Trainable Activation Functions

1 code implementation27 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.

Self-Driving Cars

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

no code implementations7 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.

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