59 citations · 183 across the 18 of their papers we have counts for
Showing cs.NEShow all
2 papers · 1 filter
cs.NE2024★ 1 cited
Evaluating Deep Neural Networks in Deployment (A Comparative and Replicability Study)
Eduard Pinconschi, Divya Gopinath, Rui Abreu +1
As deep neural networks (DNNs) are increasingly used in safety-critical applications, there is a growing concern for their reliability. Even highly trained, high-performant network…
cs.NE2017★ 59 cited
DeepSafe: A Data-driven Approach for Checking Adversarial Robustness in Neural Networks
Divya Gopinath, Guy Katz, Corina S. Pasareanu +1
Deep neural networks have become widely used, obtaining remarkable results in domains such as computer vision, speech recognition, natural language processing, audio recognition, s…