Interactive three-dimensional visualization of network intrusion detection data for machine learning

Author:

Zong Wei,Chow Yang-Wai,Susilo Willy

Funder

NSW Cybersecurity Network

NUW Alliance

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference34 articles.

1. Big data classification: problems and challenges in network intrusion prediction with machine learning;Suthaharan;SIGMETRICS Perform. Eval. Rev.,2014

2. A survey of data mining and machine learning methods for cyber security intrusion detection;Buczak;IEEE Commun. Surv. Tutor.,2016

3. Outside the closed world: On using machine learning for network intrusion detection;Sommer,2010

4. N. Moustafa, J. Slay, G. Creech, Novel geometric area analysis technique for anomaly detection using trapezoidal area estimation on large-scale networks, IEEE Trans. Big Data 1, http://dx.doi.org/10.1109/TBDATA.2017.2715166 URL doi.ieeecomputersociety.org/10.1109/TBDATA.2017.2715166.

5. A new approach to intrusion detection using artificial neural networks and fuzzy clustering;Wang;Expert Syst. Appl.,2010

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