GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier

Guanxiong Liu, Issa Khalil, Abdallah Khreishah. GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier. In Gurpreet Dhillon, Fredrik Karlsson, Karin Hedström, André Zúquete, editors, ICT Systems Security and Privacy Protection - 34th IFIP TC 11 International Conference, SEC 2019, Lisbon, Portugal, June 25-27, 2019, Proceedings. Volume 562 of IFIP Advances in Information and Communication Technology, pages 19-32, Springer, 2019. [doi]

@inproceedings{LiuKK19-0,
  title = {GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier},
  author = {Guanxiong Liu and Issa Khalil and Abdallah Khreishah},
  year = {2019},
  doi = {10.1007/978-3-030-22312-0_2},
  url = {https://doi.org/10.1007/978-3-030-22312-0_2},
  researchr = {https://researchr.org/publication/LiuKK19-0},
  cites = {0},
  citedby = {0},
  pages = {19-32},
  booktitle = {ICT Systems Security and Privacy Protection - 34th IFIP TC 11 International Conference, SEC 2019, Lisbon, Portugal, June 25-27, 2019, Proceedings},
  editor = {Gurpreet Dhillon and Fredrik Karlsson and Karin Hedström and André Zúquete},
  volume = {562},
  series = {IFIP Advances in Information and Communication Technology},
  publisher = {Springer},
  isbn = {978-3-030-22312-0},
}