ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries

18 December 2020

Papers citing "ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries"

5 / 5 papers shown

Title
The Vanishing Decision Boundary Complexity and the Strong First Component Hengshuai Yao UQCV 33 0 0 25 Nov 2022
Salient Feature Extractor for Adversarial Defense on Deep Neural Networks Jinyin Chen Ruoxi Chen Haibin Zheng Zhaoyan Ming Wenrong Jiang Chen Cui AAML 25 10 0 14 May 2021
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 249 1,838 0 03 Feb 2017
Safety Verification of Deep Neural Networks Xiaowei Huang Marta Kwiatkowska Sen Wang Min Wu AAML 180 932 0 21 Oct 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,837 0 08 Jul 2016