TreeFI: Value-Aware Statistical Fault Injection for Deep Neural Networks

Noam Bires, Marcello Traiola, Angeliki Kritikakou +1

Reliability evaluation of deep neural networks under hardware faults commonly relies on fault injection, but exhaustive campaigns are intractable for modern models and datasets. St…