| Feature selection and machine learning classification for malware detection BM Khammas, A Monemi, JS Bassi, I Ismail, SM Nor, MN Marsono Jurnal Teknologi 77 (1), 2015 | 45 | 2015 |
| Edge computing intelligence using robust feature selection for network traffic classification in internet-of-things B Mohammed, M Hamdan, JS Bassi, HA Jamil, S Khan, A Elhigazi, ... IEEE Access 8, 224059-224070, 2020 | 17 | 2020 |
| Detecting worms using data mining techniques: learning in the presence of class noise I Ismail, MN Marsono, SM Nor 2010 Sixth International Conference on Signal-Image Technology and Internet …, 2010 | 16 | 2010 |
| Incorporating known malware signatures to classify new malware variants in network traffic I Ismail, MN Marsono, BM Khammas, SM Nor International Journal of Network Management 25 (6), 471-489, 2015 | 15 | 2015 |
| Multi-stage feature selection for on-line flow peer-to-peer traffic identification BM Ali Abdalla, HA Jamil, M Hamdan, JS Bassi, I Ismail, MN Marsono Modeling, Design and Simulation of Systems: 17th Asia Simulation Conference …, 2017 | 12 | 2017 |
| Stateless malware packet detection by incorporating naive bayes with known malware signatures I Ismail, SM Nor, MN Marsono Applied Computational Intelligence and Soft Computing 2014, 5-5, 2014 | 12 | 2014 |
| Metamorphic malware detection based on support vector machine classification of malware sub-signatures BM Khammas, A Monemi, I Ismail, SM Nor, MN Marsono TELKOMNIKA (Telecommunication Computing Electronics and Control) 14 (3 …, 2016 | 11 | 2016 |
| Accuracy improved malware detection method using snort sub-signatures and machine learning techniques BM Khammas, S Hasan, RA Ahmed, JS Bassi, I Ismail 2018 10th Computer Science and Electronic Engineering (CEEC), 107-112, 2018 | 9 | 2018 |
| Impact of packet inter-arrival time features for online peer-to-peer (P2P) classification BMA Abdalla, M Hamdan, MS Mohammed, JS Bassi, I Ismail, ... International Journal of Electrical and Computer Engineering 8 (4), 2521, 2018 | 9 | 2018 |
| Pre-filters in-transit malware packets detection in the network BM Khammas, I Ismail, MN Marsono TELKOMNIKA (Telecommunication Computing Electronics and Control) 17 (4 …, 2019 | 8 | 2019 |
| Financial analysis M Mohammed, I Ismail, AN Nour Amman, Jordan, Institute of banking studies, 1997 | 7 | 1997 |
| First line defense against spreading new malware in the network BM Khammas, S Hasan, N Nateq, JS Bassi, I Ismail, MN Marsono 2018 10th Computer Science and Electronic Engineering (CEEC), 113-118, 2018 | 5 | 2018 |
| Online peer-to-peer traffic identification. based on complex events processing of traffic event signatures JS Bassi, LH Ru, I Ismail, BM Khammas, MN Marsono Jurnal Teknologi 78 (7), 9-16, 2016 | 5 | 2016 |
| Obfuscated computer virus detection using machine learning algorithm TH Xin, I Ismail, BM Khammas Bulletin of Electrical Engineering and Informatics 8 (4), 1383-1391, 2019 | 4 | 2019 |
| Malware detection using augmented naive Bayes with domain knowledge and under presence of class noise I Ismail, MN Marsono, SM Nor International Journal of Information and Computer Security 6 (2), 179-197, 2014 | 3 | 2014 |
| Naive Bayes classification with domain knowledge for new malware variants and stateless packet level detection I Ismail Universiti Teknologi Malaysia, 2013 | 3 | 2013 |
| Cooperative learning for online in-network performance monitoring SB Joseph, HR Loo, I Ismail, MN Marsono 2015 IEEE 12th Malaysia International Conference on Communications (MICC …, 2015 | 2 | 2015 |
| Study of Enhanced DCF (EDCF) in Multimedia Application I Ismail Universiti Teknologi Malaysia, 2005 | 2 | 2005 |
| Impact of Early Estimation of Statistical Flow Features in On-line P2P Classification BMA Abdalla, M Hamdan, EH Khalifa, A Elhigazi, I Ismail, MN Marsono 2020 IEEE Student Conference on Research and Development (SCOReD), 294-299, 2020 | 1 | 2020 |
| Cooperative learning for distributed in-network traffic classification SB Joseph, HR Loo, I Ismail, T Andromeda, MN Marsono IOP Conference Series: Materials Science and Engineering 190 (1), 012010, 2017 | 1 | 2017 |
