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B.M. Khammas, S. Hasan, N. Nateq, J.S. Bassi, I. Ismail, M.N. Marsono, "First Line Defense Against Spreading New Malware in the Network", in Proceedings of the 2018 10th IEEE Computer Science and Electronic Engineering (CEEC), Colchester Britain, September 2018, pp. 113--118. 
B.M.A. Abdalla, H.A. Jamil, M. Hamdan, J.S. Bassi, I. Ismail, M.N. Marsono, "Multi-stage Feature Selection for On-Line Flow Peer-to-Peer Traffic Identification", in Proceedings of the 2017 Asian Simulation Conference, Malacca, Malaysia, August 2017, pp. 509--523. 
S.B. Joseph, H.R. Loo, I. Ismail, and M.N. Marsono, Cooperative Learning for Online In-Network Performance Monitoring, in Proceedings of the 2015 IEEE 12th Malaysia International Conference on Communications (MICC 2015), Kuching, Malaysia, pp. 219--224. 
B.M. Khammas, I. Ismail, M.N. Marsono, "Pre-filters in-transit malware packets detection in the network", Telkomnika, Volume 17, Issue 4, pp. 1706--1714, 2019. 
B.M.A. Abdalla, M. Hamdan, M.S. Mohammed, J.S. Bassi, I. Ismail, M. N. Marsono, "Impact of Packet Inter-Arrival Time Features for Online Peer-to-Peer (P2P) Classification", International Journal of Electrical and Computer Engineering (IJECE) Volume 8, Issue 4, 2018 
B. Mohammed Khammas, A. Monemi, I. Ismail, S. Mohd Nor, M.N. Marsono, "Metamorphic Malware Detection Based on Support Vector Machine Classification of Malware Sub-Signatures", TELKOMNIKA, Volume 14,Issue 3, pp. 1157--1165, 2016. 
I. Ismail, M. N. Marsono, S. M. Nor. “Malware Control: Issues and Challenges ”, in Regional Student Conference on Research and Development (SCOReD), Faculty of Electrical Engineering, UniversitiTeknologi Malaysia, Johor Bahru, Malaysia, 2008 
S.B. Joseph, H.R. Loo, I. Ismail, B. Mohammed Khammas, M.N. Marsono, ''Online Peer-To-Peer Traffic Identification Based On Complex Events Processing Of Traffic Event Signatures'', Jurnal Teknologi (Sciences & Engineering), Volume 78, Issue 7, pp.9--16. 
I. Ismail, S. Mohd Nor and M.N. Marsono, "Incorporating known malware signatures to classify new malware variants in network traffic", Wiley International Journal of Network Management, Volume 25, Issue 6, pp. 471-489, 2015 
B. Mohammed Khammas, A. Monemi, J.S. Bassi, I. Ismail, S. Mohd Nor, M.N. Marsono,"Feature Selection and Machine Learning Classification for Malware Detection", Jurnal Teknologi (Science &Engineering), Volume 77, Issue 1, pp. 243-250, 2015.  
I. Ismail, M. N. Marsono, S. M. Nor., “Malware Detection using AugmentedNaive Bayes with Domain Knowledge and Under Presence of Class Noise”, International Journal of Information and Computer Security (IJICS), No. 2, Vol. 6, 2014. 
I. Ismail, M. N. Marsono, S. M. Nor., “Stateless Malware Packet Detection by Incorporating Naive Bayes with Known Malware Signatures”, Journal of Applied Computational Intelligence and Soft Computing, Volume 2014 (2014), Issue 2014  
H. Awad, S. M. Nor, I. Ismail, A. Abdalla, H. A. Jamil “Enhance the Accuracy of Machine Learning Internet Traffic Classifier by Applying Dataset Validation Issues and Using a Hybrid Classifier”, Journal of Convergence Information Technology (JCIT), vol. 8, no. 15, pp. 44-62, 2013 
I. Ismail, M. N. Marsono, S. M. Nor., “Augmenting Naive Bayes Classifier with Domain Knowledge in Detecting Malware”, Fourth International Conference on Advances in Computing, Control and Telecommunication Technologies (ACT 2012), Kuala Lumpur, Malaysia, December, 2012 
I. Ismail, M. N. Marsono, S. M. Nor., “Detecting Worms using Data Mining Techniques: Learning in the Presence of Class Noise”, In Proceedings of the Signal-Image Technology and Internet-Based Systems (SITIS), 2010 Sixth International Conference, Kuala Lumpur, Malaysia, December, 2010, pp. 187-194 
Showing 15 items