OccRob: Efficient SMT-Based Occlusion Robustness Verification of Deep Neural Networks

Xingwu Guo, Ziwei Zhou, Yueling Zhang, Guy Katz, Min Zhang 0002. OccRob: Efficient SMT-Based Occlusion Robustness Verification of Deep Neural Networks. In Sriram Sankaranarayanan 0001, Natasha Sharygina, editors, Tools and Algorithms for the Construction and Analysis of Systems - 29th International Conference, TACAS 2023, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Paris, France, April 22-27, 2023, Proceedings, Part I. Volume 13993 of Lecture Notes in Computer Science, pages 208-226, Springer, 2023. [doi]

@inproceedings{GuoZZKZ23,
  title = {OccRob: Efficient SMT-Based Occlusion Robustness Verification of Deep Neural Networks},
  author = {Xingwu Guo and Ziwei Zhou and Yueling Zhang and Guy Katz and Min Zhang 0002},
  year = {2023},
  doi = {10.1007/978-3-031-30823-9_11},
  url = {https://doi.org/10.1007/978-3-031-30823-9_11},
  researchr = {https://researchr.org/publication/GuoZZKZ23},
  cites = {0},
  citedby = {0},
  pages = {208-226},
  booktitle = {Tools and Algorithms for the Construction and Analysis of Systems - 29th International Conference, TACAS 2023, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Paris, France, April 22-27, 2023, Proceedings, Part I},
  editor = {Sriram Sankaranarayanan 0001 and Natasha Sharygina},
  volume = {13993},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-30823-9},
}