Search Results for author: Cristiano Giuffrida

Found 1 papers, 0 papers with code

Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks

no code implementations3 Jun 2019 Sanghyun Hong, Pietro Frigo, Yiğitcan Kaya, Cristiano Giuffrida, Tudor Dumitraş

Deep neural networks (DNNs) have been shown to tolerate "brain damage": cumulative changes to the network's parameters (e. g., pruning, numerical perturbations) typically result in a graceful degradation of classification accuracy.

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