Feature-Guided Black-Box Safety Testing of Deep Neural Networks

Matthew Wicker, Xiaowei Huang, Marta Kwiatkowska

Despite the improved accuracy of deep neural networks, the discovery of adversarial examples has raised serious safety concerns. Most existing approaches for crafting adversarial e…