Haitham A. Jamil

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Network traffic classification plays a vital role in various network activities. Network traffic data include a large number of relevant and redundant features, which increase the flow classifier computational complexity and affect the classification results. This paper focuses on the analysis of different type of features selection algorithms in order to(More)
A security network management system is for providing clear guidelines on risk evaluation and assessment for enterprise networks. The threat and risk assessment is conducted to safeguard enterprise network services to maintain system confidentiality, integrity, and availability through effective control strategies. In this paper, based on our previous work(More)
Internet traffic classification gained significant attention in the last few years. Most of the current classification methods were only valid for offline classification. Each of the three common classification methods (port, payload, statistics) has some limitations. To increase the value of Internet traffic classifiers, this paper combines the three(More)
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