138 citations · 597 across the 30 of their papers we have counts for
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2019
Robustness of 3D Deep Learning in an Adversarial Setting
Matthew Wicker, Marta Kwiatkowska
Understanding the spatial arrangement and nature of real-world objects is of paramount importance to many complex engineering tasks, including autonomous navigation. Deep learning…
cs.CV2017
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…