Robustness Verification of Classification Deep Neural Networks via Linear Programming

Wang Lin, Zhengfeng Yang, Xin Chen, Qingye Zhao, Xiangkun Li, Zhiming Liu, Jifeng He. Robustness Verification of Classification Deep Neural Networks via Linear Programming. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019. pages 11418-11427, Computer Vision Foundation / IEEE, 2019. [doi]

@inproceedings{LinYCZLLH19,
  title = {Robustness Verification of Classification Deep Neural Networks via Linear Programming},
  author = {Wang Lin and Zhengfeng Yang and Xin Chen and Qingye Zhao and Xiangkun Li and Zhiming Liu and Jifeng He},
  year = {2019},
  url = {http://openaccess.thecvf.com/content_CVPR_2019/html/Lin_Robustness_Verification_of_Classification_Deep_Neural_Networks_via_Linear_Programming_CVPR_2019_paper.html},
  researchr = {https://researchr.org/publication/LinYCZLLH19},
  cites = {0},
  citedby = {0},
  pages = {11418-11427},
  booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019},
  publisher = {Computer Vision Foundation / IEEE},
}