The evaluation of Network Anomaly Detection Systems: Statistical analysis of the UNSW-NB15 data set and the comparison with the KDD99 data set

Slay, Jill; Moustafa, Nour

doi:10.1080/19393555.2015.1125974

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The evaluation of Network Anomaly Detection Systems: Statistical analysis of the UNSW-NB15 data set and the comparison with the KDD99 data set

Author(s): Nour Moustafa , Jill Slay

Publication date Created: March 2016

Publication date (Electronic): January 11 2016

Journal: Information Security Journal: A Global Perspective

Publisher: Informa UK Limited

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Most cited references 12

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An Intrusion-Detection Model

D.E. Denning (1987)

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Anomaly-based network intrusion detection: Techniques, systems and challenges

P. García-Teodoro, J. Díaz-Verdejo, G. Maciá-Fernández … (2009)

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Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation

Marina Sokolova, Nathalie Japkowicz, Stan Szpakowicz (2006)

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Journal

Title: Information Security Journal: A Global Perspective

Abbreviated Title: Information Security Journal: A Global Perspective

Publisher: Informa UK Limited

ISSN (Print): 1939-3555

ISSN (Electronic): 1939-3547

Publication date Created: March 2016

Publication date (Electronic): January 11 2016

Publication date (Print): April 04 2016

Volume: 25

Issue: 1-3

Pages: 18-31

Article

DOI: 10.1080/19393555.2015.1125974

SO-VID: bc15a44b-d071-4c4f-804f-82757d5cb275

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The evaluation of Network Anomaly Detection Systems: Statistical analysis of the UNSW-NB15 data set and the comparison with the KDD99 data set

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Most cited references 12

An Intrusion-Detection Model

Anomaly-based network intrusion detection: Techniques, systems and challenges

Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation

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