Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints

Martin Teuffenbach, Ewa Piatkowska, Paul Smith. Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints. In Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar R. Weippl, editors, Machine Learning and Knowledge Extraction - 4th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2020, Dublin, Ireland, August 25-28, 2020, Proceedings. Volume 12279 of Lecture Notes in Computer Science, pages 301-320, Springer, 2020. [doi]

@inproceedings{TeuffenbachPS20,
  title = {Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints},
  author = {Martin Teuffenbach and Ewa Piatkowska and Paul Smith},
  year = {2020},
  doi = {10.1007/978-3-030-57321-8_17},
  url = {https://doi.org/10.1007/978-3-030-57321-8_17},
  researchr = {https://researchr.org/publication/TeuffenbachPS20},
  cites = {0},
  citedby = {0},
  pages = {301-320},
  booktitle = {Machine Learning and Knowledge Extraction - 4th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
  editor = {Andreas Holzinger and Peter Kieseberg and A Min Tjoa and Edgar R. Weippl},
  volume = {12279},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-57321-8},
}