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

Martin Teuffenbach (Speaker, Invited)
, Ewa Piatkowska (Author, Invited)
, Paul Smith (Author, Invited)

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

Original language	English
Title of host publication	Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020)
Editors	Andreas Holzinger, Peter Kieseberg, Simon Tjoa, Edgar Weippl
Publisher	Springer Nature
Pages	301-320
Number of pages	20
ISBN (Print)	978-3-030-57321-8
Publication status	Published - 2020
Event	The 4th International Cross-Domain Conference on Machine Learning and Knowledge Extraction (CD-MAKE 2020) - Duration: 25 Aug 2020 → 28 Aug 2020

Conference

Conference	The 4th International Cross-Domain Conference on Machine Learning and Knowledge Extraction (CD-MAKE 2020)
Period	25/08/20 → 28/08/20

Research Field

Cyber Security

Cite this

Teuffenbach, M., Piatkowska, E., & Smith, P. (2020). Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints. In A. Holzinger, P. Kieseberg, S. Tjoa, & E. Weippl (Eds.), Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020) (pp. 301-320). Springer Nature.

Teuffenbach, Martin ; Piatkowska, Ewa ; Smith, Paul. / Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints. Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020). editor / Andreas Holzinger ; Peter Kieseberg ; Simon Tjoa ; Edgar Weippl. Springer Nature, 2020. pp. 301-320

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title = "Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints",

author = "Martin Teuffenbach and Ewa Piatkowska and Paul Smith",

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isbn = "978-3-030-57321-8",

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editor = "Andreas Holzinger and Peter Kieseberg and Simon Tjoa and Edgar Weippl",

booktitle = "Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020)",

publisher = "Springer Nature",

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note = "The 4th International Cross-Domain Conference on Machine Learning and Knowledge Extraction (CD-MAKE 2020) ; Conference date: 25-08-2020 Through 28-08-2020",

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Teuffenbach, M, Piatkowska, E & Smith, P 2020, Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints. in A Holzinger, P Kieseberg, S Tjoa & E Weippl (eds), Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020). Springer Nature, pp. 301-320, The 4th International Cross-Domain Conference on Machine Learning and Knowledge Extraction (CD-MAKE 2020), 25/08/20.

Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints. / Teuffenbach, Martin (Speaker, Invited); Piatkowska, Ewa (Author, Invited); Smith, Paul (Author, Invited).
Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020). ed. / Andreas Holzinger; Peter Kieseberg; Simon Tjoa; Edgar Weippl. Springer Nature, 2020. p. 301-320.

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

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T1 - Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints

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A2 - Kieseberg, Peter

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