@inproceedings{teuffenbach:hal-03414751, TITLE = {{Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints}}, AUTHOR = {Teuffenbach, Martin and Piatkowska, Ewa and Smith, Paul}, URL = {https://inria.hal.science/hal-03414751}, BOOKTITLE = {{4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)}}, ADDRESS = {Dublin, Ireland}, EDITOR = {Andreas Holzinger and Peter Kieseberg and A Min Tjoa and Edgar Weippl}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Machine Learning and Knowledge Extraction}, VOLUME = {LNCS-12279}, PAGES = {301-320}, YEAR = {2020}, MONTH = Aug, DOI = {10.1007/978-3-030-57321-8\_17}, KEYWORDS = {Network intrusion detection ; Deep neural networks ; Adversarial examples ; Adversarial robustness}, PDF = {https://inria.hal.science/hal-03414751/file/497121_1_En_17_Chapter.pdf}, HAL_ID = {hal-03414751}, HAL_VERSION = {v1}, }