Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks

Ismail Alarab, Simant Prakoonwit

We propose a novel method to capture data points near decision boundary in neural network that are often referred to a specific type of uncertainty. In our approach, we sought to p…