A Comparison of three machine learning techniques for encrypted network traffic analysis

Daniel J. Arndt; A. Nur Zincir-Heywood

doi:10.1109/CISDA.2011.5945941

A Comparison of three machine learning techniques for encrypted network traffic analysis

Daniel J. Arndt, A. Nur Zincir-Heywood

Environmental Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

44 Citations (Scopus)

Original language	English
Title of host publication	IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011
Subtitle of host publication	2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications
Pages	107-114
Number of pages	8
DOIs	https://doi.org/10.1109/CISDA.2011.5945941
Publication status	Published - 2011
Event	Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2011 - Paris, France Duration: Apr 11 2011 → Apr 15 2011

Publication series

Name	IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications

Conference

Conference	Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2011
Country/Territory	France
City	Paris
Period	4/11/11 → 4/15/11

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Science Applications

Access to Document

10.1109/CISDA.2011.5945941

Cite this

Arndt, D. J., & Zincir-Heywood, A. N. (2011). A Comparison of three machine learning techniques for encrypted network traffic analysis. In IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications (pp. 107-114). Article 5945941 (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications). https://doi.org/10.1109/CISDA.2011.5945941

A Comparison of three machine learning techniques for encrypted network traffic analysis. / Arndt, Daniel J.; Zincir-Heywood, A. Nur.
IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications. 2011. p. 107-114 5945941 (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Arndt, DJ & Zincir-Heywood, AN 2011, A Comparison of three machine learning techniques for encrypted network traffic analysis. in IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications., 5945941, IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications, pp. 107-114, Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2011, Paris, France, 4/11/11. https://doi.org/10.1109/CISDA.2011.5945941

Arndt DJ, Zincir-Heywood AN. A Comparison of three machine learning techniques for encrypted network traffic analysis. In IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications. 2011. p. 107-114. 5945941. (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications). doi: 10.1109/CISDA.2011.5945941

Arndt, Daniel J. ; Zincir-Heywood, A. Nur. / A Comparison of three machine learning techniques for encrypted network traffic analysis. IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications. 2011. pp. 107-114 (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CISDA 2011: 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications).

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A Comparison of three machine learning techniques for encrypted network traffic analysis

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