Search Results for author: Andrew Hamilton

Found 3 papers, 0 papers with code

Machine Learning Approach for Detection of nonTor Traffic

no code implementations29 Aug 2017 Elike Hodo, Xavier Bellekens, Ephraim Iorkyase, Andrew Hamilton, Christos Tachtatzis, Robert Atkinson

A study to compare the reliability and efficiency of Artificial Neural Network and Support vector machine in detecting nonTor traffic in UNB-CIC Tor Network Traffic dataset is presented in this paper.

BIG-bench Machine Learning Intrusion Detection

Threat analysis of IoT networks Using Artificial Neural Network Intrusion Detection System

no code implementations7 Apr 2017 Elike Hodo, Xavier Bellekens, Andrew Hamilton, Pierre-louis Dubouilh, Ephraim Iorkyase, Christos Tachtatzis, Robert Atkinson

The Internet of things (IoT) is still in its infancy and has attracted much interest in many industrial sectors including medical fields, logistics tracking, smart cities and automobiles.

General Classification Network Intrusion Detection

Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey

no code implementations9 Jan 2017 Elike Hodo, Xavier Bellekens, Andrew Hamilton, Christos Tachtatzis, Robert Atkinson

Moreover, a taxonomy and survey of shallow and deep networks intrusion detection systems is presented based on previous and current works.

BIG-bench Machine Learning feature selection +1

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