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 (Vortragende:r, eingeladen)
, Ewa Piatkowska (Autor:in, eingeladen)
, Paul Smith (Autor:in, eingeladen)

Publikation: Beitrag in Buch oder Tagungsband › Vortrag mit Beitrag in Tagungsband › Begutachtung

Originalsprache	Englisch
Titel	Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020)
Redakteure/-innen	Andreas Holzinger, Peter Kieseberg, Simon Tjoa, Edgar Weippl
Herausgeber (Verlag)	Springer Nature
Seiten	301-320
Seitenumfang	20
ISBN (Print)	978-3-030-57321-8
Publikationsstatus	Veröffentlicht - 2020
Veranstaltung	The 4th International Cross-Domain Conference on Machine Learning and Knowledge Extraction (CD-MAKE 2020) - Dauer: 25 Aug. 2020 → 28 Aug. 2020

Konferenz

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

Research Field

Cyber Security

Diese Publikation zitieren

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 (Hrsg.), Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020) (S. 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). Hrsg. / Andreas Holzinger ; Peter Kieseberg ; Simon Tjoa ; Edgar Weippl. Springer Nature, 2020. S. 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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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 (Hrsg.), Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020). Springer Nature, S. 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 (Vortragende:r, eingeladen); Piatkowska, Ewa (Autor:in, eingeladen); Smith, Paul (Autor:in, eingeladen).
Machine Learning and Knowledge Extraction, Proceedings of the International Cross-Domain Conference (CD-MAKE 2020). Hrsg. / Andreas Holzinger; Peter Kieseberg; Simon Tjoa; Edgar Weippl. Springer Nature, 2020. S. 301-320.

Publikation: Beitrag in Buch oder Tagungsband › Vortrag mit Beitrag in Tagungsband › Begutachtung

TY - GEN

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

A2 - Teuffenbach, Martin

A2 - Piatkowska, Ewa

A2 - Smith, Paul

A2 - Holzinger, Andreas

A2 - Kieseberg, Peter

A2 - Tjoa, Simon

A2 - Weippl, Edgar

PY - 2020

Y1 - 2020

M3 - Conference Proceedings with Oral Presentation

SN - 978-3-030-57321-8

SP - 301

EP - 320

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

PB - Springer Nature

T2 - The 4th International Cross-Domain Conference on Machine Learning and Knowledge Extraction (CD-MAKE 2020)

Y2 - 25 August 2020 through 28 August 2020

ER -