Adaptive Test Selection for Deep Neural Networks
A novel approach to adaptive test selection for deep neural networks, improving testing efficiency and robustness.
May 27, 2022
DeepGini: Prioritizing Massive Tests to Enhance the Robustness of Deep Neural Networks
A test prioritization approach to enhance deep neural network robustness using uncertainty-based ranking.
Jul 22, 2020