DeepCert: Verification of Contextually Relevant Robustness for Neural Network Image Classifiers

Colin Paterson, Haoze Wu 0001, John Grese, Radu Calinescu, Corina S. Pasareanu, Clark W. Barrett. DeepCert: Verification of Contextually Relevant Robustness for Neural Network Image Classifiers. In Ibrahim Habli, Mark Sujan, Friedemann Bitsch, editors, Computer Safety, Reliability, and Security - 40th International Conference, SAFECOMP 2021, York, UK, September 8-10, 2021, Proceedings. Volume 12852 of Lecture Notes in Computer Science, pages 3-17, Springer, 2021. [doi]

@inproceedings{Paterson0GCPB21,
  title = {DeepCert: Verification of Contextually Relevant Robustness for Neural Network Image Classifiers},
  author = {Colin Paterson and Haoze Wu 0001 and John Grese and Radu Calinescu and Corina S. Pasareanu and Clark W. Barrett},
  year = {2021},
  doi = {10.1007/978-3-030-83903-1_5},
  url = {https://doi.org/10.1007/978-3-030-83903-1_5},
  researchr = {https://researchr.org/publication/Paterson0GCPB21},
  cites = {0},
  citedby = {0},
  pages = {3-17},
  booktitle = {Computer Safety, Reliability, and Security - 40th International Conference, SAFECOMP 2021, York, UK, September 8-10, 2021, Proceedings},
  editor = {Ibrahim Habli and Mark Sujan and Friedemann Bitsch},
  volume = {12852},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-83903-1},
}