An Estimator for the Sensitivity to Perturbations of Deep Neural Networks

Naman Maheshwari, Nicholas Malaya, Scott Moe +2

For Deep Neural Networks (DNNs) to become useful in safety-critical applications, such as self-driving cars and disease diagnosis, they must be stable to perturbations in input and…