Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead

4 January 2021

Papers citing "Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead"

5 / 5 papers shown

Title
Output Reachable Set Estimation and Verification for Multi-Layer Neural Networks Weiming Xiang Hoang-Dung Tran Taylor T. Johnson 50 278 0 09 Aug 2017
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 192 1,714 0 03 Feb 2017
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 234 2,899 0 04 Nov 2016
Safety Verification of Deep Neural Networks Xiaowei Huang M. Kwiatkowska Sen Wang Min Wu AAML 150 883 0 21 Oct 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 214 5,361 0 08 Jul 2016