Kyungmi Lee

SparseBFA: Attacking Sparse Deep Neural Networks with the Worst-Case Bit Flips on Coordinates

Deep neural networks (DNNs) are shown to be vulnerable to a few carefully chosen bit flips in their parameters, and bit flip attacks (BFAs) exploit such vulnerability to degrade the performance of DNNs. In this work, we show that DNNs with high sparsity that typically result from weight pruning have…