{"id":126,"date":"2021-07-07T07:44:34","date_gmt":"2021-07-07T07:44:34","guid":{"rendered":"https:\/\/people.utm.my\/nadzir\/?page_id=126"},"modified":"2026-09-29T04:11:59","modified_gmt":"2026-09-29T04:11:59","slug":"publication","status":"publish","type":"page","link":"https:\/\/people.utm.my\/nadzir\/publication\/","title":{"rendered":"Muhammad Nadzir Marsono — Publication"},"content":{"rendered":"\n\n\n\n\n<\/title>\n<title>MNMarsono: Publication<\/title>\n<table style=\"text-align: left;width: 100%;font-family: sans-serif\" border=\"0\" cellpadding=\"2\" cellspacing=\"2\">\n<tbody>\n<tr>\n<td colspan=\"1\" rowspan=\"2\" style=\"vertical-align: top;width: 15%;text-align: center\"><img decoding=\"async\" alt=\"MNMarsono\" style=\"width: 100%\" src=\"https:\/\/people.utm.my\/nadzir\/wp-content\/uploads\/sites\/2543\/2024\/07\/nadzir-1.jpg\"><\/td>\n<td colspan=\"1\" rowspan=\"1\" style=\"vertical-align: top;width: 85%\">\nDepartment of Electronic and Computer\nEngineering<br style=\"font-style: italic\">\nFaculty of Electrical\nEngineering<br>\nUniversiti Teknologi Malaysia<br>\n<a href=\"mailto:mnadzir@utm.my\">mnadzir@utm.my<\/a>, <a href=\"mailto:%20nadzir@fke.utm.my\">nadzir@fke.utm.my<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"vertical-align: top\"><span style=\"font-weight: bold\"><\/span><br>\n<span style=\"font-weight: bold\">ARTICLES\nIN JOURNALS<\/span><br>\n<ol>\n<li>A. H. Al-Ammari, J. Sirkunan and M. N. Marsono, “AuNF:\nAdaptive Micro-Network Functions with Runtime Per-VNF Granularity\nControl for IIoT Edge Security Chains,” in IEEE Access, doi:\n10.1109\/ACCESS.2026.3736548.<\/li>\n<li>M.N.A Nor-Azman, U.U. Sheikh, M.N. MMarsono, \u201cThe Influence\nof Fine-Tuning on Design Space Exploration in Joint\nPruning-Quantization\u201d, Elektrika, vol. 25, no. 2, pp. 113\u2013119, Sep.\n2026.<\/li>\n<li>C.J. Teoh, A.A.-H Ab Rahman, J.K.H. Wong, P. Kesavan\nPrabagaran, M.N. Marsono, N. Khan, “Automated Estimation of MBIST Area\nand Test Time in Heterogeneous Memory IPs via Stacked Ensemble\nFramework”, arXiv:2608.19705.<\/li>\n<li>I.Y. Alshareef, A.A.-H. Ab Rahman, A.Z. Shaa’meri, N. Khan,\nM.S. Rusli, M.K. Hassan, A. Manzak, M.N. Marsono, “ReLU-DCT and LASP:\nReal-Valued Frequency-Domain Activations and Adaptive Pooling for\nDCT-Based CNNs, Knowledge-Based Systems, Volume 343, pp. 116018, 2026. <\/li>\n<li> A.I. Fasiku, J. Sirkunan, M.N. Marsono. M.S. Rusli,\nA.A.-H. Ab Rahman, M.S. Mohammed, J.D. Alexander, “Hybrid Wireless\nNetwork-on-Chip Architectures with Load-Balanced Congestion-Aware\nRouting Algorithm”, Journal of Telecommunications and the Digital\nEconomy, Volume. 14, No. 1, pp. 1-17, 2026.<\/li>\n<li> M.N.A. Nor-Azman, U.U. Sheikh, M.S. Mohammed, J. Sirkunan,\nM.N. Marsono, “Bufferless Network Traffic Classification using\nReinforcement Learning-based Joint Pruning-Quantization”. Evolutionary\nIntelligence, Volume 19, No. 3 (2026). DOI: <a href=\"https:\/\/doi.org\/10.1007\/s12065-025-01122-x\">10.1007\/s12065-025-01122-x<\/a><\/li>\n<li> A. Rajper, N.B. Paraman, M.N. Marsono, N.J. Rajper, H.\nHameed, M. Usman, “An Efficient Three-Tier Defense Mechanism for\nMitigation of DDoS Attack with Port Connection Analysis in SDN.\nScientific Reports, Volume 16, pp. 3510, 2026.<\/li>\n<li> I.Y. Alshareef, A.A.H. Ab Rahman, M.K. Hassan, M.S. Rusli,\nN. Khan, A. Manzak, M.N. Marsono, “A Real-Valued DCT-based Spectral CNN\nArchitecture for Efficient Edge Deep Learning”, Array, Volume 28, pp.\n100594, 2025.<\/li>\n<li>N. Khan, A.A. Ab Rahman, S.M. Rizvi, I.Y. Alshareef, M.N.\nMarsono, M.P. Bakht, “Systematic Literature Review of Machine Learning\nModels and Applications for Text Recognition”, IEEE Access, 2025. DOI: <a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2025.3618109\">10.1109\/ACCESS.2025.3618109<\/a><\/li>\n<li>U. Humayun, M. Hamdan, M.S. Mohammed, H. Elshafie, M.N.\nMarsono. “Dynamic-timeout Prediction and Proactive Eviction for SDN\nFlow Table Overflow Mitigation”, Cluster Computation, Volume 28, pp.\n456, 2025.<\/li>\n<li>M.S. Rusli, A. Lit, M.N. Marsono, A. A.-H. Ab Rahman, S.\nSadiah; M.L.P. Tan, “DA+BMAC: Distance-Aware Bidirectional Medium\nAccess Control for Mesh Wireless Network-on-Chip,” in IEEE Access, doi:\n10.1109\/ACCESS.2025.3594190.<\/li>\n<li>C.F. Ong, M.N. Marsono, “Heterogeneous Hardware\nArchitecture with Linear Algebra Acceleration”, ELEKTRIKA-Journal of\nElectrical Engineering, Volume 24, Issue 1, pp. 53–56, April 2025.<\/li>\n<li>M. Hamdan, H. Elshafie, S. Salih, S. Abdelsalam, O. Husain,\nM.S.M. Gismalla, M. Ghaleb, M.N. Marsono, “Elephant flow detection\nintelligence for software-defined networks: a survey on current\ntechniques and future direction”. Evolutionary Intelligent, Volume 17,\n2125\u20132143, February 2024.<\/li>\n<li>A.M. Eldhai, M. Hamda, A. Abdelaziz, I.A.T. Hashem, S.F.\nBabiker, M.N. Marsono, M. Hamzah, N.Z. Jhanjhi, “Improved Feature\nSelection and Stream Traffic Classification Based on Machine Learning\nin Software-Defined Networks,” IEEE Access, Volume 12, pp.\n34141–34159,\n2024.<\/li>\n<li>M.S. Mohammed, A. Al-Dhamari, M. Hamdan, A.-M.H.Y. Saad,\nA.S.H. Abdul-Qawy, M.N. Marsono, “3D-DNaPE: Dynamic Neighbor-Aware\nPerformance Enhancement for Thermally Constrained 3D Many-Core\nSystems”, IEEE Access, Volume 11, pp. 131964–131978, November 2023.<\/li>\n<li>M.S. Mohammed, A. Al-Dhamari, W. Saeed, F.N. Al-Aswadi,\nS.A.M. Saleh, M.N. Marsono, “Motion Pattern-Based Scene Classification\nUsing Adaptive Synthetic Oversampling and Fully Connected Deep Neural\nNetwork”, IEEE Access, Volume 11, pp. 119659–119675, October 2023.<br>\n<\/li>\n<li>O.E. Tayfour, A. Mubarakali, A.E. Tayfour, M.N. Marsono, E.\nHassan, and A.M. Abdelrahman, \u201dAdapting Deep Learning-LSTM Method Using\nOptimized Dataset in SDN Controller for Secure IoT”,\nSpringer Soft Computing, published online, May 2023. <a href=\"https:\/\/doi.org\/10.1007\/s00500-023-08348-w\">https:\/\/doi.org\/10.1007\/s00500-023-08348-w<\/a><br>\n<\/li>\n<li>T.H. Tan, C.Y. Ooi, and M.N. Marsono, “RtFog: A Real-time\nFPGA-based Fog Node with Remote Dynamically Reconfigurable Application\nPlane for Fog Analytics Redeployment”, IEEE Transactions on Green\nCommunications and Networking, Volume 6, Issue 1, pp. 341–351, March\n2022. <\/li>\n<li>O.E. Tayfour, M.N. Marsono, \u201dCollaborative Detection and\nMitigation of DDoS in Software-Defined Networks\u201d, The Journal of\nSupercomputing, Volume 77, pp. 13166–13190, November 2021. <\/li>\n<li>A.A. Abuelgasim, M Hassan, M.K., Khairi, M.H., Marsono,\nM.N., Yusof, K.M., “Real-time high-speed mobility management”,\nIndonesian Journal of Electrical Engineering and Computer Science,\nVolume 24, Issue 3, pp. 1534–1541, 2021. <\/li>\n<li>M. Hamdan, S. Khan, A. Abdelaziz, S. Sadiah, N.\nShaikh-Husin, S. Al Otaibi, C. Maple, and M.N. Marsono, “DPLBAnt:\nImproved Load Balancing Technique Based on Detection and Rerouting of\nElephant Flows in Software-Defined Networks”, Computer Communication,\nVolume 180, pp. 315–327, 2021.<\/li>\n<li>M.S. Mohammed, N. Paraman, A.A-H. Ab Rahman, F.A. Ghaleb,\nA. Al-Dhamari, M.N. Marsono, “PEW: Prediction-Based Early Dark Cores\nWake-up Using Online Ridge Regression for Many-Core Systems”, IEEE\nAccess, Volume 9, pp. 124087–124099, 2021.<\/li>\n<li>A. Mohamed, M. Hamdan, S. Khan, A. Abdelaziz, S. Babiker,\nM. Imran, and MN Marsono, \u201dSoftware-Defined Networks for Resource\nAllocation in Cloud Computing: A Survey\u201d, Computer Networks, Volume\n195, pp. 108151, August 2021.<\/li>\n<li>T.H. Tan, C.Y. Ooi and M.N. Marsono, \u201dAn FPGA-Based Network\nSystem with Service-Uninterrupted Remote Functional Update\u201d,\nInternational Journal of Electrical and Computer Engineering, Volume\n11, Issue 4, pp. 3222\u20133228, 2021. <\/li>\n<li>M. Hamdan, E. Hassan, A. Abdelaziz, A. Elhigazi, B.\nMohamed, S. Khan, A.V. Vasilakos, M.N. Marsono, \u201dA Comprehensive Survey\nof Load Balancing Techniques in Software-Defined Network\u201d, Elsevier\nJournal of Network and Computer Applications, Volume 174, Article\nNumber: 102856, January 2021.<\/li>\n<li>B. Mohamed, M. Hamdan, S.B. Joseph, H.A. Jamil, S. Khan, A.\nElHigazi, D. Rawat, I. Ismail, M.N. Marsono, \u201dEdge Computing\nIntelligence Using Robust Feature Selection for Network Traffic\nClassification in Internet-of-Things\u201d, Volume 8, pp. 224059–224070,\nNovember 2020. <\/li>\n<li>M.S. Mohammed, A.A.M. Al-Kubati, N. Paraman, A.A.-H. Ab\nRahman, M.N. Marsono, \u201dDTaPO: Dynamic Thermal-Aware Performance\nOptimization for Dark Silicon Many-Core Systems\u201d,MDPI Electronics,\nVolume 9, article no 1980, 2020. <\/li>\n<li>O. E. Tayfour, M. N. Marsono, “Collaborative Detection and\nMitigation of Distributed Denial-of-Service Attacks on Software-Defined\nNetwork”, in ACM\/Springer Mobile Networks and Applications: SI on Green\nComputing and Communication, Volume 25, Issue 4, pp. 1338–1347, 2020. <\/li>\n<li>M. Hamdan, B. Mohammed, U. Humayun, A. Abdelaziz, S. Khan,\nM.A. Ali, M. Imran, M.N. Marsono, “Flow-Aware Elephant Flow Detection\nfor Software-Defined Networks,” in IEEE Access, Volume 8, pp.\n72585–72597, 2020 <\/li>\n<li>A.I. Fasiku, M.N. Marsono, P.E. Numan, A. Lit, M.S. Rusli,\n“Wireless Network On-Chips History-Based Traffic Prediction for Token\nFlow Control and Allocation”, ELEKTRIKA-Journal of Electrical\nEngineering, Volume 18, Issue 3, pp.21–26, 2019<\/li>\n<li>J. Sirkunan, J.W. Tang, N. Shaikh-Husin, M.N. Marsono, “A\nstreaming multi-class support vector machine classification\narchitecture for embedded systems”, Indonesian Journal of Electrical\nEngineering and Computer Science, Volume 16, Issue 3, pp. 1286–1296,\n2019.<\/li>\n<li>P.E. Numan, K.M. Yusof, M.N. Marsono, S.K.S Yusof, M.H.B.M.\nFauzi, “On the Latency and Jitter Evaluation of Software Defined\nNetworks”, Bulletin of Electrical Engineering and Informatics, Volume\n8, Issue 4, 2019.<\/li>\n<li>A. Lit, M.S. Rusli, M.N. Marsono, “Comparative Performance\nEvaluation of Routing Algorithm and Topology Size for Wireless\nNetwork-on-Chip”, Bulletin of Electrical Engineering and Informatics\nVolume 8, Issue 4, 2019.<\/li>\n<li>B.M. Khammas, I. Ismail, M.N. Marsono, “Pre-filters\nin-transit malware packets detection in the network”, Telkomnika,\nVolume 17, Issue 4, pp. 1706–1714, 2019.<\/li>\n<li>S.K. Ng, M.N. Marsono, “Ternary content addressable memory\nfor longest prefix matching based on random access memory on field\nprogrammable gate array”,Telkomnika, Volume 17, Issue 4, pp.\n1882–1889, 2019. <\/li>\n<li>Y.H. Lee, M. Khalil-Hani, M.N. Marsono, “An FPGA-Based\nQuantum Circuit Emulation Framework Using Heisenberg Representation”,\nInternational Journal of Quantum Information, Volume 16, Issue 6, pp.\n1850052, 2018.<\/li>\n<li>M.S. Rusli, A.A. Ab Rahman, U.U. Sheikh, N Shaikh Husin,\nM.L.P. Tan, T. Andromeda, M.N. Marsono, “Performance Evaluation of\nCentralized Reconfigurable Transmitting Power Scheme in Wireless\nNetwork-on-Chip”, TELKOMNIKA (Telecommunication Computing Electronics\nand Control), Volume 16, Issue 6, pp. 2843–2853.<\/li>\n<li>J.W. Tang, N. Shaikh Husin, U.U. Sheikh, M.N. Marsono, “A\nlinked list run-length-based single-pass connected component analysis\nfor real-time embedded hardware”, Journal of Real-Time Image\nProcessing, Volume 15 , Issue 1, pp. 197–215, 2018<\/li>\n<li>B.M.A. Abdalla, M. Hamdan, M.S. Mohammed, J.S. Bassi, I.\nIsmail, M. N. Marsono, “Impact of Packet Inter-Arrival Time Features\nfor Online Peer-to-Peer (P2P) Classification”, International Journal of\nElectrical and Computer Engineering (IJECE) Volume 8, Issue 4, 2018<\/li>\n<li>Y.H. Lee, M. Khalil-Hani, M.N. Marsono, “Improved quantum\ncircuit modelling based on Heisenberg representation”, Quantum\nInformation Processing, December 2017,  Volume 17, Issue 2, pp.\n36, 2018<\/li>\n<li>M.S. Rusli, N.D. Kamarudin, A.A. Ab Rahman, M.N. Marsono,\n“Evaluation of Scheme Selection and Parameter Effects in the\nReconfigurable Transmitting Power in Wireless Network-On-Chip”, Science\n& Technology Research Institute for Defence(STRIDE), Volume 181,\npp. 170–180.<\/li>\n<li>J. W. Tang, Y. W. Hau and M. N. Marsono, “Hardware\/Software\nPartitioning of Streaming Applications for Multi-Processor\nSystem-on-Chip”, Applications of Modelling and Simulation, Volume 1,\nIssue 1, pp. 1–14, 2017.<\/li>\n<li>M.S. Rusli, M.N. Marsono and N.S. Husin, “Runtime\nNetwork-on-Chip Thermal and Power Balancing”, Applications of Modelling\nand Simulation, Volume 1, Issue 1, pp. 36–41, 2017.<\/li>\n<li>A. Monemi, J.-W. Tang, M. Palesi, M.N. Marsono, “ProNoC: A\nLow Latency Network-on-Chip based Many-Core System-on-Chip Prototyping\nPlatform”, Microprocessors and Microsystems, Volume 54, pp. 60–74, 2017<\/li>\n<li>J.W Tang, Y.W Hau, N. Shaikh-Husin, M.N. Marsono,\n“Application Profiling and Mapping on NoC-based MPSoC Emulation\nPlatform on Reconfigurable Logic”, TELKOMNIKA, Volume 15, Issue 3, pp.\n1040–1047, 2017. <\/li>\n<li>A. Monemi, C.Y. Ooi, M. Palesi, M.N. Marsono, “Ping-Lock\nRound Robin Arbiter”, Elsevier Microelectronics Journal, Volume 63, pp.\n81 — 93, 2017<\/li>\n<li>T.H. Tan, M.N. Marsono, C.Y. Ooi, “A Customized\nReconfiguration Controller with Remote Direct ICAP Access for\nDynamically Reconfigurable Platform”, TELKOMNIKA, Volume 15, Issue 2,\n2017<\/li>\n<li>J. Sirkunan, C.Y. Ooi, N. Shaikh-Husin, Y.W. Hau, M.N.\nMarsono. “Hardware Transactional Memory Architecture with Adaptive\nVersion Management for Multi-Processor FPGA Platforms”, Springer\nJournal of Systems Architecture, Volume 73, pp. 42 — 52, 2017.<\/li>\n<li>B. Mohammed Khammas, A. Monemi, I. Ismail, S. Mohd Nor,\nM.N. Marsono, “Metamorphic Malware Detection Based on Support Vector\nMachine Classification of Malware Sub-Signatures”, TELKOMNIKA, Volume\n14,Issue 3, pp. 1157–1165, 2016.<\/li>\n<li>H.R. Loo, S.B. Joseph, M.N. Marsono, “Online Network\nTraffic Classification with Incremental Learning”, Springer Evolving\nSystem, Volume 7, Issue 2, pp.129–143, 2016.<\/li>\n<li>Y.H. Lee, M. Khalil-Hani, M.N. Marsono, “An FPGA-Based\nQuantum Computing Emulation Framework Based on Serial-Parallel\nArchitecture,” International Journal of Reconfigurable Computing,\nVolume 2016, Article ID 5718124, 18 pages, 2016.\ndoi:10.1155\/2016\/5718124.<\/li>\n<li>J.W. Tang, N. Shaikh Husin, U.U. Sheikh, M.N. Marsono,\n“FPGA-Based Real-Time Moving Target Detection System for Unmanned\nAerial Vehicle Application,” International Journal of Reconfigurable\nComputing, Volume 2016, Article ID 8457908, 16 pages, 2016.\ndoi:10.1155\/2016\/8457908.<\/li>\n<li>H.R. Loo, S.B. Joseph, M.N. Marsono, “Online Incremental\nLearning for High Bandwidth Network Traffic Classification”, Applied\nComputational Intelligence and Soft Computing, Volume 2016, Article ID\n1465810, 13 pages, 2016. doi:10.1155\/2016\/1465810.<\/li>\n<li>S.B. Joseph, H.R. Loo, I. Ismail, B. Mohammed Khammas, M.N.\nMarsono, ”Online Peer-To-Peer Traffic Identification Based On Complex\nEvents Processing Of Traffic Event Signatures”, Jurnal Teknologi\n(Sciences & Engineering), Volume 78, Issue 7, pp.9–16.<\/li>\n<li>I. Ismail, S. Mohd Nor and M.N. Marsono, “Incorporating\nknown malware signatures to classify new malware variants in network\ntraffic”, Wiley International Journal of Network Management, Volume 25,\nIssue 6, pp. 471-489, 2015<\/li>\n<li>B. Mohammed Khammas, A. Monemi, J.S. Bassi, I. Ismail, S.\nMohd Nor, M.N. Marsono,”Feature Selection and Machine Learning\nClassification for Malware Detection”, Jurnal Teknologi (Science\n&Engineering), Volume 77, Issue 1, pp. 243-250, 2015. <\/li>\n<li>M.S. Rusli, A. Mineo, M. Palesi, G. Ascia, V. Catania, O.C.\nYee, M.N. Marsono, “A Closed-Loop Power Manager for Transmission Power\nControl in Wireless Network-on-Chip Architecture”, Jurnal Teknologi\n(Science & Engineering), Volume 75, Issue 1, pp. 207\u2013214, 2015<\/li>\n<li>M. Nadi Senejani, M. Ghadiry, C.-Y. Ooi, M.N. Marsono,\n“Built-in Self Test Power and Test Time Analysis in On-chip Networks”,\nSpringer Circuits, Systems, and Signal Processing, Volume 34, Issue 4,\n2015, pp. 1057-1075.<\/li>\n<li>A. Monemi, C.Y. Ooi, M.N. Marsono, “Low Latency\nNetwork-on-Chip Router Microarchitecture Using Request Masking\nTechnique,” International Journal of Reconfigurable Computing, Volume\n2015, Article ID 570836, 13 pages, 2015. <\/li>\n<li>B.H. Ang, U.U. Sheikh, M.N. Marsono, “2-D DWT System\nArchitecture for Image Compression”, Springer Journal of Signal\nProcessing Systems, Volume 78, Issue 2, February 2015, pp. 131-137.<\/li>\n<li>R. Zarei, A. Monemi, M.N. Marsono, “Training Dataset\nGeneration for On-line Peer-to-Peer Traffic Classification”, Springer\nJounal on Network and System Management, Volume 23, Issue 1, January\n2015, pp. 89-110.<\/li>\n<li>Y.Z. Tei, Y.W. Hau, N. Shaikh-Husin, M.N. Marsono, “Network\nPartitioning Domain Knowledge Multiobjective Application Mapping for\nLarge-Scale Network-on-Chip”, Applied Computational Intelligence and\nSoft Computing, Volume 2014, Article ID 867612, 10 pages, 2014.\ndoi:10.1155\/2014\/867612. <\/li>\n<li>V.P. Nambiar, M. Khalil-Hani, M.N. Marsono, C.W. Sia,\n“Optimization of structure and system latency in evolvable block-based\nneural networks using genetic algorithm”, Neurocomputing, Volume 145,\nDecember 2014, pp. 285-302.<\/li>\n<li>I. Ismail, S. Mohd Nor, M.N. Marsono, “Malware Detection\nUsing Augmented Naive Bayes with Domain Knowledge and Under Presence of\nClass Noise”, International Journal of Information and Computer\nSecurity (IJICS), Volume 6, Issue 2, 2014. pp. 179–197.<\/li>\n<li>I. Ismail, S. Mohd Nor and M.N. Marsono, “Stateless Malware\nPacket Detection by Incorporating Naive Bayes with Known Malware\nSignatures”, Hindawi Applied Computational Intelligence and Soft\nComputing, Volume 2014, Article ID 197961, 8 pages, 2014.\ndoi:10.1155\/2014\/197961 <\/li>\n<li>V.P. Nambiar, M. Khalil-Hani, R. Shahnoun, and M.N.\nMarsono, “Hardware Implementation of Evolvable Block-Based Neural\nNetworks Utilizing a Cost Efficient Sigmoid-Like Activation Function”,\nElsevier Neurocomputing, Volume 140, pp. 228–241.<\/li>\n<li>V.P. Nambiar, S. Balakrishnan, M. Khalil-Hani, and M.N.\nMarsono, “HW\/SW Co-design of Reconfigurable Hardware-based Genetic\nAlgorithm in FPGAs Applicable to a Variety of Problems”, Springer\nComputing, Volume 95, Issue 9, September 2013, pp 863-896.<\/li>\n<li>A. Mohammed, S. Mohd Nor, M.N. Marsono, “Analysis of\nNetwork Security Policy-based Management”, Information Security, Volume\n2013, Issue 3, July – September 2013.<\/li>\n<li>M. Nadi Senejani, M. Ghadiry, C.-Y. Ooi, M.N. Marsono, “A\nSemi-Analytical Approach to Study the Energy Consumption of On-Chip\nNetworks Testing”, Journal of Low Power Electronics, August 2013,\nVolume 9, Issue 2, pp. 189-197.<\/li>\n<li>H.A. Jamil, M.A. Bushra, A.A. Ghada, S. Mohd Nor, M.N.\nMarsono, “Detection and Mitigation Framework of Peer-to-peer Traffic in\nCampus Network”, International Review on Computers and Software, July\n2013, Volume 8, Issue 7, pp. 1734-1746.<\/li>\n<li>A. Mohammed, H.A. Jamil, S. Mohd Nor, M.N. Marsono,\n“Malware Risk Analysis on the Campus Network with Bayesian Belief\nNetwork”, International Journal of Network Security & Its\nApplications (IJNSA), Volume 5, Issue 4, July 2013, pp. 115-128<\/li>\n<li>A. Monemi, R. Zarei, M.N. Marsono, On-line NetFPGA Decision\nTree Statistical Traffic Classifier”, Elsevier Computer Communication,\nVolume 36, Issue 12, 1 July 2013, pp. 1329\u20131340.<\/li>\n<li>M. Khalil-Hani, M.N. Marsono, R. Bakhteri, “Biometric\nEncryption based on a Fuzzy Vault Scheme with a fast Chaff Generation\nAlgorithm for High Performance Computing,” Elsevier Future Generation\nComputer Systems, Volume 29, Issue 3, 2013. pp. 800-810<\/li>\n<li>A. Mohammed, S. Mohd Nor, M.N. Marsono,\n“Vulnerability-Threats Assessment for Enterprise Network”,\nInternational Journal of Engineering and Innovative Technology\n(IJEIT),Volume 2, Issue 7, January 2013, pp. 68-76. <\/li>\n<li>I.I. Mohammed, C.C. Fatt, and M.N. Marsono, “32-Bit NxN\nMatrix Multiplication: Performance Evaluation for Altera FPGA, i5\nClarkdale and Atom Pineview-D Intel General Purpose Processors”,\nInternational Journal of Computer Applications, August 2012, Volume 52,\nIssue 11, pp. 17 \u2013 23.<\/li>\n<li>A.F. Adnan, A.K. A’ain, M.N. Marsono, I. Kamisian, I.A.\nGrout, “Second Stage Tuning Procedure for Analog CMOS Design Reuse\nMethodology”, IET Electronics Letter, August 2012, Volume 48 Issue 16,\npp. 990-992.<\/li>\n<li>A. Mohamed, S. Mohd Nor, M.N. Marsono, “Analysis of\nInternet Malware Propagation Models and Mitigation Strategies,”\nInternational Journal of Computer Networks and Wireless Communications,\n2012, Volume 2, Issue 1, pp. 16 — 20.<\/li>\n<li>Y.W. Hau, M. Khalil-Hani, M.N. Marsono, “SystemC-based\nHardware\/Software Co-design of Elliptic Curve Cryptographic System for\nNetwork Mutual Authentication,” Malaysian Journal of Computer Science,\nVolume 24, Issue 2, 2011.<\/li>\n<li>M.N. Marsono, “Packet-level Open-Digest Fingerprinting for\nSpam Detection on Middleboxes,” Wiley International Journal of Network\nManagement, February 2011, January\/ February 2012, Volume 22, Issue 1,\npp. 12–26.<\/li>\n<li>S.A. Mat Junos, M.N. Marsono, I. Ibrahim, “Modeling Router\nHotspots on Network-On-Chip”, Journal of Telecommunication, Electronic\nand Computer Engineering, July – December 2010, Volume 2, Issue 2, pp.\n61–71.<\/li>\n<li>M.N. Marsono, M.W. El-Kharashi, and F. Gebali, “Targeting\nSpam Control on Middleboxes: Spam Detection Based on Layer-3 E-mail\nContent Classification,” Elsevier Computer Network: SI on Traffic\nClassification, April 2009, Volume: 53 Issue: 6 pp. 835–848.<\/li>\n<li>M.N. Marsono, M.W. El-Kharashi, and F. Gebali, “Spam\nrejection scheme during SMTP sessions based on layer-3 e-mail\nclassification,” Elsevier Journal of Network and Computer Applications,\nJanuary 2009, Volume 32, Issue 1, pp. 236–257.<\/li>\n<li>M.N. Marsono, M.W. El-Kharashi, and F. Gebali, “Prioritized\ne-mail servicing to reduce non-spam delay and loss: A performance-cost\nanalysis,” Wiley International Journal of Network Management,\nJuly\/August 2008, Volume 18, Issue 4, pp. 323–342.<\/li>\n<li>M.N. Marsono, M.W. El-Kharashi, and F. Gebali, “Binary\nLNS-based naive Bayes inference engine for spam control: Noise analysis\nand FPGA synthesis,” IET Computers & Digital Techniques, January\n2008, Volume 2, Issue 1, pp. 56–62.<\/li>\n<\/ol>\n<br>\n<span style=\"font-weight: bold\">PAPERS\nIN\nCONFERENCE PROCEEDINGS<\/span><br>\n<ol>\n<li>N.M.A.N. Rumzi, M.S. Rusli, A.A.-H. Ab Rahman, M.N.\nMarsono, H.M. Sarkan, F.Z. Rokhani, “Spare-Buffer Cell Rewiring for\nEfficient Timing Engineering Change Order”, Systems Modelling and\nSimulation (SMS 2026) Communications in Computer and Information\nScience, vol 2956.<\/li>\n<li>M.S. Rusli, F.I. Ayodeji, M.N. Marsono, J. Sirkunan, M.S.\nMohammed and A.A.-H. Ab Rahman, “Load Balanced Congestion Aware Routing\nAlgorithm for Wireless Network-on-Chip,” 2025 International Conference\non Green Energy, Computing and Sustainable Technology (GECOST), Miri\nSarawak, Malaysia, 2025, pp. 1-5.<\/li>\n<li>Loh, S.T. et al. “Hardware Accelerator Simulation for\nColour Correction Algorithm”, in Systems Modelling and Simulation (SMS\n2024), Communications in Computer and Information Science, Volume 2483,\n2025. <\/li>\n<li>M.N A. Nor-Azman, U U. Sheikh, M S. Mohammed, J. Sirkunan\nand M N. Marsono, “Correlation-Aware Joint Pruning-Quantization using\nGraph Neural Networks,” 2024 IEEE International Conference on Image\nProcessing (ICIP), Abu Dhabi, United Arab Emirates, 2024, pp. 1403-1409.<\/li>\n<li>A. Rajper, N. Paraman, M.N. Marsono and N.J. Rajper,\n“iCuSMAT-DT: A Two-Tier Detection Mechanism for High-Rate DDoS Attacks\nand Discriminating Benign Flash Traffic in Software-Defined Networks,”\n2024 International Conference on Smart Applications, Communications and\nNetworking (SmartNets), Harrisonburg, VA, USA, 2024, pp. 1-8.<\/li>\n<li>I. Kamisian, M.N. Marsono, N. Paraman, A. Hamzah and J.\nZakaria, “Characterization of Early Termination for Stochastic\nComputing Image Processing Circuits,” 2024 IEEE 14th Symposium on\nComputer Applications & Industrial Electronics (ISCAIE), Penang,\nMalaysia, 2024, pp. 395-400.<\/li>\n<li>M. Hamdan, A.M. Eldhai, S. Abdelsalam, K. Ullah, A.K.\nBashir, M.N. Marsono, F. Kon, D.M. Batista, “A Two-Tier Anomaly-based\nIntrusion Detection Approach for IoT-Enabled Smart Cities,” IEEE\nINFOCOM 2023 – IEEE Conference on Computer Communications Workshops\n(INFOCOM WKSHPS), 2023, pp. 1-7, doi:\n10.1109\/INFOCOMWKSHPS57453.2023.10225834.<br>\n<\/li>\n<li>A.M. Eldhai, M. Hamdan, S. Khan, M. Hamzah, M.N. Marsono,\n“Traffic Classification based on Incremental Learning Algorithms for\nthe Software-Defined Networks,” in Proceedings of the 2022\nInternational Conference on Frontiers of Information Technology (FIT),\nIslamabad, Pakistan, 2022, pp. 338-343.<br>\n<\/li>\n<li>T.H. Tan, C.Y. Ooi, M.N. Marsono, “An FPGA-based IP Core\nSubscription-Oriented Fog Computing Platform”,\nin Proceedings of the 2022 2022 IEEE International Parallel and\nDistributed Processing Symposium Workshops (IPDPSW), Lyon, France, May\n2022, pp. 128–131.<br>\n<\/li>\n<li>T.H. Tan, C.Y. Ooi, M.N. Marsono, “An FPGA-based\nMiddlebox with Remote Dynamically Reconfigurable Application Plane”,\nin Proceedings of the 2021 IEEE Region 10 Conference (TENCON 2021),\nAuckland, New Zealand, December 2021, pp. 52–56.<br>\n<\/li>\n<li>U. Humayun, M. Hamdan, M.N. Marsono, “Early Flow\nTable Eviction Impact on Delay and Throughput in Software-Defined\nNetworks”, in Proceedings of the 2021 11th IEEE International\nConference on Control System, Computing and Engineering (ICCSCE 2021),\nPenang Malaysia, 2021, pp. 7–12.<\/li>\n<li>A.I. Fasiku, O. Oladokun, M.S. Rusli, M.N. Marsono,\n“A\nCentralized Token-based Medium Access Control Mechanism for Wireless\nNetwork-on-Chip”, 2021 International Conference on Artificial\nIntelligence and Computer Science Technology (ICAICST), Yogyakarta,\nIndonesia, 2021, pp. 102-107.<\/li>\n<li>SK Syed-Yusof, PE Numan, KM Yusof, J Din, MN Marsono,\nA. J\nOnumanyi, \u201cSoftware-Defined Networking (SDN) and 5G Network: The Role\nof Controller Placement for Scalable Control Plane\u201d, in Proceedings of\nthe 2020 IEEE International RF and Microwave Conference (RFM), Kuala\nLumpur, Malaysia, 2020, pp. 1-6.<\/li>\n<li>B.M.A. Abdalla, M. Hamdan, E.H. Khalifa, A. Elhigazi,\nI.\nIsmail and M.N. Marsono, \u201dImpact of Early Estimation of Statistical\nFlow Features in\nOn-line P2P Classification,\u201d 2020 IEEE Student Conference on Research\nand Development (SCOReD), Batu Pahat, Johor, Malaysia, 2020, pp.\n294-299.<\/li>\n<li>A.I. Fasiku, M.S. Rusli and M.N. Marsono,\n\u201dCharacterization of Subnets, Virtual Channel and Routing on Wireless\nNetwork-on-Chip Performance,\u201d 2020 IEEE Student Conference on\nResearchand Development (SCOReD), Batu Pahat, Johor, Malaysia, 2020,\npp. 117-121. <\/li>\n<li>J. Sirkunan , N. Shaikh-Husin, M.N. Marsono,\n“Interleaved\nIncremental and Decremental Support Vector Machine for Embedded\nSystem”, in Proceedings of the 2019 IEEE International Symposium on\nCircuits and Systems (ISCAS 2019), Sapporo Japan, May 2019, pp. 1\u20135.<\/li>\n<li>M.S. Mohammed, A.K. Al-Dhamari, A.A.-H. Ab Rahman, N.\nParaman, A.A.M. Al-Kubati, M.N. Marsono, “Temperature-Aware Task\nScheduling for Dark Silicon Many-Core System-on-Chip”, in Proceedings\nof the 2019 8th International Conference on Modeling Simulation and\nApplied Optimization (ICMSAO’19), Bahrain, April 2019.<\/li>\n<li>T.H. Tan, C.Y. Ooi, M.N. Marsono, “drDRM: A PUF-Based\nDynamically Reconfigurable DRM Mechanism for FPGA-Based Platform”, in\nProceedings of the Sixth International Symposium on Computing and\nNetworking (CANDAR 2018), Takayama, Japan, November 2018, pp. 194\u2013200.<\/li>\n<li>B.M. Khammas, S. Hasan, N. Nateq, J.S. Bassi, I.\nIsmail,\nM.N. Marsono, “First Line Defense Against Spreading New Malware in the\nNetwork”, in Proceedings of the 2018 10th IEEE Computer Science and\nElectronic Engineering (CEEC), Colchester Britain, September 2018, pp.\n113\u2013118.<\/li>\n<li>M.S. Mohammed, J.W. Tang, A.A.-H. Ab Rahman, N.\nParaman,\nM.N. Marsono, “Rapid Prototyping of NoC-based MPSoC Based on Dataflow\nModeling of Real-World Applications”, in Proceedings of the 2018 9th\nIEEE Control and System Graduate Research Colloquium (ICSGRC2018),\nShahAlam, August 2018.<\/li>\n<li>J. Sirkunan , N. Shaikh-Husin, T. Andromeda, M.N.\nMarsono,\n“Reconfigurable Logic Embedded Architecture of Support Verctor Machine\nLinear Kernel”, in Proceedings of the 2017 4th International Conference\non Electrical Engineering, Computer Science and Informatics (EECSI\n2017), Yogyakarta, Indonesia, September 2017. pp. 39\u201343.<\/li>\n<li>H.R. Loo, A. Monemi, T. Andromeda, M. N. Marsono.\n“Incremental High Throughput Traffic Classifier”, in Proceedings of\nthe 2017 4th International Conference on Electrical Engineering,\nComputer Science and Informatics (EECSI 2017), Yogyakarta, Indonesia,\nSeptember 2017. pp. 55\u201360.<\/li>\n<li>B.M.A. Abdalla, H.A. Jamil, M. Hamdan, J.S. Bassi, I.\nIsmail, M.N. Marsono, “Multi-stage Feature Selection for On-Line Flow\nPeer-to-Peer Traffic Identification”, in Proceedings of the 2017 Asian\nSimulation Conference, Malacca, Malaysia, August 2017, pp. 509\u2013523.<\/li>\n<li>M.S. Rusli, A. Lit, M.N. Marsono, M. Palesi,\n“Adaptive\nPacket Relocator in Wireless Network-on-Chip (WiNoC)”, in Proceedings\nof the 2017 Asian Simulation Conference, Malacca, Malaysia, August\n2017, pp. 719\u2013735.<\/li>\n<li>T.H. Tan, C.Y. Ooi, M.N. Marsono, “hpFog: A\nFPGA-Based Fog\nComputing Platform”, in Proceedings of the 2017 International\nConference on Networking, Architecture, and Storage (NAS), Shenzhen,\nChina, August 2017, pp. 1\u20132.<\/li>\n<li>S.B.Joseph, H.R.Loo, I.Ismail, T.Andromeda, and\nM.N.Marsono, “Cooperative Learning for Distributed In-Network Traffic\nClassification”, in Proceedings of the 2016 IAES International\nConference on Electrical Engineering, Computer Science and Informatics\n(EECSI 2016), Semarang, Indonesia, November 2016, pp. 265\u2013270.<\/li>\n<li>A. Monemi, C.-Y. Ooi, M. Palesi, M.N. Marsono,\n“Low Latency Network-on-Chip Router Using Static Straight Allocator”,\nProceedings of the 2016 the 3rd International Conference on Information\nTechnology, Computer and Electrical Engineering (ICITACEE 2016),\nSemarang, Indonesia, pp. 2\u20139.<\/li>\n<li>A. Monemi, C.-Y. Ooi, M.N. Marsono, M. Palesi,\n“Improved Flow Control for Minimal Fully Adaptive Routing in 2D Mesh\nNoC”,\nProceedings of the 9th International Workshop on Network on Chip\nArchitectures, Taipei, Taiwan RoC, pp. 9\u201314<\/li>\n<li>J.W. Tang, Y.W. Hau, M.N. Marsono, “Hardware\/software\npartitioning of embedded System-on-Chip applications”, in Proceedings\nof the 2015 IFIP\/IEEE International Conference on Very Large Scale\nIntegration (VLSI-SoC), Daejeon, South Korea, November 2015. pp.331-336<\/li>\n<li>S.B. Joseph, H.R. Loo, I. Ismail, and M.N. Marsono,\n“Cooperative Learning for Online In-Network Performance Monitoring”, in\nProceedings of the 2015 IEEE 12th Malaysia International Conference on\nCommunications (MICC 2015), Kuching, Malaysia, pp. 219\u2013224.<\/li>\n<li>A Mineo, MS Rusli, M Palesi, G Ascia, V Catania, MN\nMarsono, “A Closed Loop Transmitting Power Self-Calibration Scheme for\nEnergy Efficient WiNoC Architectures”, in Proceedings of the 2015\nDesign, Automation & Test in Europe (DATE), Grenoble France,\n2015,\npp. 513-518.<\/li>\n<li>T.H. Tan, C.Y. Ooi, M.N. Marsono, “rrBox: A Remote\nDynamically Reconfigurable Network Processing Middlebox”, accepted in\nthe 25th International Conference on Field Programmable Logic\nandApplications (FPL 2015), London, UK, September 2015. pp.1\u20134<\/li>\n<li>A. Monemi, C.Y. Ooi, M. N. Marsono. “Virtual Channel\nand\nSwitch Allocation for Low Latency Network-on-Chip Routers”, in\nProceedings of the 2015 IEEE 23rd Annual Symposium on\nField-Programmable Custom Computing Machines (FCCM 2015), Vancouver,\nCanada, May 2015. pp. 234.<\/li>\n<li>J. Sirkunan , C.Y. Ooi, N. Shaikh-Husin, Y.W. Hau,\nM.N.\nMarsono, “Adaptive Configurable Transactional Memory for\nMulti-Processor FPGA Platforms”, in Proceedings of the 2015 IEEE 23rd\nAnnual Symposium on Field-Programmable Custom Computing Machines (FCCM\n2015), Vancouver, Canada, May 2015. pp. 234.<\/li>\n<li>H.R. Loo, M. N. Marsono. “Online data stream\nclassification\nwith incremental semi-supervised learning”, in Proceedings of the\nSecond ACM IKDD Conference on Data Sciences (CoDS ’15), Bengaluru,\nIndia, March 2015. pp. 132-133.<\/li>\n<li>M. Khalil-Hani, Y. H. Lee, M.N. Marsono, “An Accurate\nFPGA-Based Hardware Emulation of Quantum Fourier Transform”, in\nProceedings of the 13th Australasian Symposium on Parallel and\nDistributed Computing (AusPDC 2015), Sydney, Australia, January 2015.<\/li>\n<li>Y.-H. Lee, M. Khalil-Hani, M.N. Marsono, “FPGA-Based\nQuantum Circuit Emulation: A Case Study on Quantum Fourier Transform”,\nin Proceedings the 2014 International Symposium on Integrated Circuits\n2014 (ISIC-2014), Singapore, December 2014, pp. 512-515.<\/li>\n<li>T.H. Tan, C.Y. Ooi and M.N. Marsono, “rrBox: Remote\nDynamically Reconfigurable Middlebox for Network Protection”, in\nProceedings of the Second International Symposium on Computing and\nNetworking (CANDAR’14), December 2014, pp. 219\u2013225.<\/li>\n<li>N. Qaid, A. Monemi, M.N. Marsono, “Partially Adaptive\nLook-Ahead Routing for Low Latency Network-on-Chip”, in Proceedings the\n2014 Student Conference on Research and Development (SCOReD 2014),\nPenang, Malaysia, November 2014, pp. ?.<\/li>\n<li>T.H. Tan, C.Y. Ooi, M.N. Marsono, “rrBox: Remote\nDynamically Reconfigurable Middlebox using NetFPGA”, in Proceedings of\nthe 14th International Symposium on Communications and Information\nTechnologies (ISCIT’14), Incheon, South Korea, September 2014, pp.\n409\u2013413.<\/li>\n<li>H.R. Loo, T. Andromeda, M.N. Marsono, “Online Data\nStream\nLearning and Classification with Limited Labels”, in Proceedings of the\n2014 IAES International Conference on Electrical Engineering, Computer\nScience and Informatics (EECSI 2014), Yogyakarta, Indonesia, August\n2014, pp. 161\u2013164.<\/li>\n<li>J. Sirkunan , C.Y. Ooi, N. Shaikh-Husin, Y.W. Hau, T.\nAndromeda, M.N. Marsono, “Configurable Version Management Hardware\nTransactional Memory for Multi-Processor Platform”, in Proceedings of\nthe 2014 IAES International Conference on Electrical Engineering,\nComputer Science and Informatics (EECSI 2014), Yogyakarta, Indonesia,\nAugust 2014, pp. 236\u2013240.<\/li>\n<li>Y.Z. Tei, Y.W. Hau, N. Shaikh-Husin, T. Andromeda,\nM.N.\nMarsono, “Network-on-Chip Application Mapping Based on Domain Knowledge\nGenetic Algorithm”,in Proceedings of the 2014 IAES International\nConference on Electrical Engineering, Computer Science and Informatics\n(EECSI 2014), Yogyakarta, Indonesia, August 2014, pp. 86\u201390.<\/li>\n<li>M. Ab.Rahman, M.N. Marsono, “Load-balanced Adaptive\nRouting\nin Network-on-Chip”, in Proceedings of the 5th International Graduate\nConference on Engineering Science & Humanity 2014 (IGCESH\n2014),\nJohor Bahru, Malaysia, August 2014, pp. 244\u2013245.<\/li>\n<li>H.R. Loo, M.N. Marsono, “Incremental Semi-Supervised\nLearning for Online Data Stream Classification”, in Proceedings of the\n5th International Graduate Conference on Engineering Science &\nHumanity 2014 (IGCESH 2014), Johor Bahru, Malaysia, August 2014, pp.\n164\u2013165.<\/li>\n<li>S.J. Bassi, M.N. Marsono, “Online Events Processing\nFramework for In-Network Monitoring”, in Proceedings of the 5th\nInternational Graduate Conference on Engineering Science &\nHumanity\n2014 (IGCESH 2014), Johor Bahru, Malaysia, August 2014, pp. 214\u2013215.<\/li>\n<li>M.S. Rusli, A. Mineo, M. Palesi, G. Ascia, V.\nCatania, M.N.\nMarsono, “A Closed Loop Control based Power Manager for WiNoC\nArchitectures”, in Proceedings of the 2014 ACM International Workshop\non Manycore Embedded Systems (MES 2014), Minneapolis, USA, June 2014,\npp. 60:60\u201360:63.<\/li>\n<li>Tze Hon Tan, Chia Yee Ooi, Yuan Wen Hau, N.\nShaikh-Husin,\nM. N. Marsono, “Remote Dynamically Reconfigurable Platform using\nNetFPGA”, in Proceedings of the 2014 IEEE International Symposium on\nCircuits and Systems (ISCAS 2014), Melbourne, Australia, June 2014, pp.\n1239\u20131242.<\/li>\n<li>Ling Kim Loo, Chia Yee Ooi, V. Y. Liew, Yuan Wen Hau,\nM. N.\nMarsono, “Packet Logging Mechanism for Adaptive Online Fault Detection\non Network-on-Chip”, in Proceedings of the 2014 IEEE International\nSymposium on Circuits and Systems (ISCAS 2014), Melbourne, Australia,\nJune 2014, pp. 1760\u20131763.<\/li>\n<li>J. Sirkunan, C.Y. Ooi, N. Shaikh-Husin, Y. W. Hau,\nM.N.\nMarsono, “Hardware Transactional Memory on Multi-processor FPGA\nPlatform”, in Proceedings of the 2014 IEEE International Symposium on\nCircuits and Systems (ISCAS 2014), Melbourne, Australia, June 2014, pp.\n2744\u20132747.<\/li>\n<li>H. Jamil, A. Mohammed, H. Ibrahim, S. Mohd Nor, M. N.\nMarsono, “Selection of online Features for Peer-to-Peer Network Traffic\nClassification”, Recent Advances in Intelligent Informatics: Advances\nin Intelligent Systems and Computing, Proceedings of the Second\nInternational Symposium on Intelligent Informatics (ISI’13), August\n23-24 2013, Mysore, India, Volume 235, 2014, pp 379\u2013390.<\/li>\n<li>M. Khalil-Hani, V.P. Nambiar, and M.N. Marsono,\n“Co-Simulation Methodology for Improved Design and Verification of\nHardware Neural Networks”, in Proceedings of the 39th Annual Conference\nof the IEEE Industrial Electronics Society (IECON 2013), Vienna,\nAustria, November 2013, pp. 2226\u20132231.<\/li>\n<li>A. Mohammed, S. Mohd Nor, M. N. Marsono, “The\nFramework for\nInformation Security Risk Network Management based on Bayesian Belief\nDecision Support System for Threat on the Campus”, in Proceedings\nof the First International Symposium on Innovative Technologies in\nEngineering and Sciences (ISITES’13), Sakarya, Turkey, June 2013, pp.\n37–57.<\/li>\n<li>Y. Z. Tei, N. Shaikh Husin, Y. W. Hau, M. N. Marsono,\n“Network Partitioning and GA Heuristic Crossover for NoC Application\nMapping”, in Proceedings of the 2013 IEEE International Symposium on\nCircuits and Systems (ISCAS 2013), Beijing China, May 2013, pp.\n1228\u20131231.<\/li>\n<li>S. Wong, C. Y. Ooi, Y. W. Hau, M. N. Marsono, N.\nShaikh\nHusin, “Feasible Transition Path Generation for EFSM-Based System\nTesting”, in Proceedings of the 2013 IEEE International Symposium on\nCircuits and Systems (ISCAS 2013), Beijing China, May 2013, pp.\n1724\u20131727.<\/li>\n<li>H. A. Jamil, R. Zarei, N. O. Fadlelssied, S. Mohd.\nNor, M.\nN. Marsono, “Analysis of Features Selection for P2P Traffic Detection\nUsing Support Vector Machine”, in Proceedings of the International\nConference of Information and Communication Technology (ICOICT 2013),\nBandung, Indonesia, March 2013, pp. 116\u2013121.<\/li>\n<li>T.-H Tan and M. N. Marsono, “Hardware Design Space\nExploration of Cordic Algorithm For Run-Time Reconfigurable Platform”,\nin the Proceedings of the First International Conference on Green\nComputing, Technology and Innovation (ICGCTI 2013), Kuala Lumpur,\nMalaysia, March 2013. pp. 1\u20137.<\/li>\n<li>M. M. Hassan, M. N. Marsono, “A hybrid\nheuristics-statistical peer-to-peer traffic classifier”, in Proceedings\nof the 2012 International Conference on Computer Systems and Industrial\nInformatics (ICCSII), Sharjah, United Arab Emirates, December 2012, pp.\n1–6.<\/li>\n<li>V. P. Nambiar, M. Khalil-Hani, M. N. Marsono,\n“Evolvable\nBlock-Based Neural Networks for Real-Time Classification of Heart\nArrhythmia From ECG Signals”, in the Proceedings of the 2012 IEEE EMBS\nInternational Conference on Biomedical Engineering and Sciences (IECBES\n2012), Langkawi, Malaysia, December 2012, pp. 866\u2013871<\/li>\n<li>I. Ismail, M. N. Marsono, S. Mohd Nor, “Augmenting\nNaive\nBayes Classifier with Domain Knowledge in Detecting Malware”, in\nProceedings of the Fourth International Conference on Advances in\nComputing,\nControl, and Telecommunication Technologies (ACT 2012), Kuala Lumpur,\nMalaysia, December 2012.<\/li>\n<li>V.P. Nambiar, M. Khalil-Hani, C.W. Sia, and M.N.\nMarsono,\n“Evolvable Block-Based Neural Networks for Classification of Driver\nDrowsiness based on Heart Rate Variability”, in Proceedings of the 2012\nIEEE International Conference on Circuits and Systems (ICCAS 2012),\nKuala Lumpuer, Malaysia, October 2012, pp. 156\u2013161.<\/li>\n<li>Z. Md. Yusof, M. Khalil-Hani, N. Shaikh-Husin, and\nM.N.\nMarsono, “s.RABILA2: An Optimal VLSI Routing Algorithm with Buffer\nInsertion using Iterative RLC Model”, in Proceedings of the 2012 IEEE\nInternational Conference on Circuits and Systems (ICCAS 2012), Kuala\nLumpuer, Malaysia, October 2012, pp. 48\u201353.<\/li>\n<li>A. Haghi, U.U. Sheikh, M.N. Marsono, “A\nHardware\/Software\nCo-Design Architecture of Canny Edge Detection”, in Proceedings of the\nFourth International Conference on Computational Intelligence,\nModelling, and Simulation (CIMSim2012), Kuantan Malaysia, September\n2012, pp. 214\u2013219.<\/li>\n<li>M. Khalil-Hani, V. P. Nambiar, M. N. Marsono,\n“GA-based\nParameter Tuning in Finger-Vein Biometric Security Embedded System”, in\nProceedings of the First IEEE International Conference on\nCommunications in China: Communications Theory and Security (CTS 2012),\nShanghai China, August 2012, pp. 279\u2013284.<\/li>\n<li>A. Monemi, R. Zarei, M.N. Marsono, and M.\nKhalil-Hani,\n“Parameterizable Decision Tree Classifier on NetFPGA”, Advances in\nIntelligent Systems and Computing, Proceedings of the 2012\nInternational Symposium on Intelligent Informatics (ISI’12) in Chennai,\nIndia in August 2012, Volume 182, 2013, pp. 119–128.<\/li>\n<li>R. Zarei, A. Monemi, and M.N. Marsono, “Retraining\nMechanism for On-Line Peer-to-Peer Traffic Classification\u201d, Advances in\nIntelligent Systems and Computing, Proceedings of the 2012\nInternational Symposium on Intelligent Informatics (ISI’12) in Chennai,\nIndia in August 2012, Volume 182, 2013, pp. 373–382.<\/li>\n<li>A. Mohamed, S. Mohd Nor, M. N. Marsono, “Network Worm\nPropagation Model Based on a Campus Network Topology”, in Proceedings\nof the 2011 IEEE\nInternational Conferences on Internet of Things, and Cyber, Physical\nand Social Computing, Dalian, China, October 2011, pp. 653\u2013659.<\/li>\n<li>S. Rajagopal, M. Nadisenejani, C. Y. Ooi, M. N.\nMarsono,\n“Multi-TAP Architecture for IP Core Testing and Debugging on\nNetwork-On-Chip”, in Proceedings of the 2011 IEEE Region 10 Conference\n(TENCON 2011),\nBali, Indonesia, November 2011, pp. 697\u2013700.<\/li>\n<li>Y. W. Hau, M. N. Marsono, C. Y. Ooi, M. Khalil-Hani,\n“A\nNetwork-on-Chip Simulation Framework for Homogeneous Multi-Processor\nSystem-on-Chip”, in Proceedings of the 2011 IEEE 9th International\nConference on ASIC\n(ASICON 2011) , Xiamen, China, June 2011, pp. 199\u2013202.<\/li>\n<li>A. Lit, M. N. Marsono, H. M. Basri, N. Shaikh-Husin,\nC. Y.\nOoi, “nth-Level Network Partitioning in Network-on-Chip”, in\nProceedings of the 2011\nEngineering Conference (ENCON 2011) , Kuching, Malaysia, November 2011,\npp. 1\u20135.<\/li>\n<li>A. Monemi, M. A. Mohamed, M. N. Marsono, “An FPGA\nHardware\nArchitecture of Nilsimsa Fingerprinting Algorithm”, in Proceedings of\nthe 1st\nInternational Conference on Electrical, Control and Computer\nEngineering 2011 (INECCE 2011), Kuantan, Malaysia, June 2011, pp.\n124\u2013129.<\/li>\n<li>M. A. Mohamed, A. Monemi, M. N. Marsono, “Analytical\nModelling of P2P Network Overlay Traffic”, in Proceedings of the 2011\n3rd International\nConference on Computer Engineering and Technology (ICCET 2011), Kuala\nLumpur, Malaysia, June 2011, pp.215\u2013220.<\/li>\n<li>S. A. Yunos, M. N. Marsono, I. E. Abdelaziz,\n“Modeling\nRouter Hotspots on Network-On-Chip”, in Proceedings of the 13th\nInternational Conference\non Advanced Communication Technology (ICACT2011), Phoenix Park, Korea,\nFebruary 2011, pp.896\u2013900.<\/li>\n<li>I. Ismail, M. N. Marsono, S. Mohd Nor, “Detecting\nWorms\nUsing Data Mining Techniques: Learning in the Presence of Class Noise”,\nin Proceedings of the 6th International Conference on Signal-Image\nTechnology and\nInternet-Based System, Kuala Lumpur, Malaysia, December 2010.<\/li>\n<li>H. Rajabi, M. N. Marsono, “A Framework for Automated\nMalcode Signature Generation”, in Proceedings of the 2010 IEEE Student\nConference on Research\nand Development, Engineering: Innovation and Beyond (SCOReD 2010) ,\nKajang, Malaysia, November 2010. pp. 72\u201376.<\/li>\n<li>M. M. Hassan, M. N. Marsono, M. Abdullahi, “Online\nStatistical Approach for a Hybrid P2P Traffic Classifier”, in\nProceedings of the Third\nInternational Graduate Conference on Engineering, Science and\nHumanities 2010 (IGCESH 2010), Johor Bahru, Malaysia, November 2010.<\/li>\n<li>M. Abdullahi, M. N. Marsono, M. M. Hassan, “State of\nthe\nart techniques for P2P traffic control on corporate networks”, The\nThird International Graduate Conference on Engineering, Science and\nHumanities 2010 (IGCESH 2010), Johor Bahru, Malaysia, November 2010.<\/li>\n<li>M. M. Hassan and M. N. Marsono, “A Three-Class\nHeuristics\nTechnique: Generating Training Corpus for Peer-to-Peer Traffic\nClassification”, IEEE International Conference on Internet Multimedia\nSystems Architecture and Application (IMSAA-10) , Bangalore India,\nDecember 2010.<\/li>\n<li>A. Seif, M. M. Porsalut, and M. N. Marsono, “A\nHardware\nArchitecture of Prewitt Edge Detection”, in Proceedings of the IEEE\nConference on Sustainable\nUtilization and Development in Engineering and Technology (STUDENT\n2010) , Petaling Jaya, Malaysia, November 2010. pp. 99\u2013101.<\/li>\n<li>Z. Md.Yusof, C.-Y. Tan, A.-N. Wong, Z. Ibrahim, M. K.\nHani\nand M. N. Marsono, “Link-Fit and Lazy Fit Algorithms in Compressed\nMemory System”, in Proceedings of the 4th Asia Modelling Symposium,\nKota Kinabalu, Malaysia, May 2010.<\/li>\n<li>Y.W. Hau, M. Khalil-Hani, and M. N. Marsono, CODESL:\nA\nFramework for System-Level Modelling, “Co-simulation and Design-Space\nExploration of Embedded Systems Based on System-on-Chip”, in\nProceedings of the 2010 International Conference on Intelligent\nSystems, Modelling and Simulation (ISMS 2010), Liverpool, UK, January\n2010, pp. 122 \u2013 127<\/li>\n<li>M. Khalil-Hani, V.P. Nambiar, and M. N. Marsono,\n“Hardware\nAcceleration of OpenSSL Cryptographic Functions for High-Performance\nInternet Security”, in Proceedings of the 2010 International Conference\non Intelligent Systems, Modelling and Simulation (ISMS 2010),\nLiverpool, UK, January 2010, pp. 122 \u2013 127.<\/li>\n<li>Z. Md. Yusof, M. Khalil-Hani, M.N. Marsono, and N.\nShaikh-Husin, “Optimizing multi-constraint VLSI interconnect routing”,\nin Proceedings of the 2009 12th International Symposium on Integrated\nCircuits (ISIC ’09), Singapore, December 2009, pp. 655 \u2013 658.<\/li>\n<li>M. M. Ahmad Zabidi, J. Mustapa, M.M. Mokji, M.N.\nMarsono,\nand A.Z. Sha’ameri, “Embedded vision systems for ship recognition”, in\nProceedings of the 2009 IEEE Region 10 Conference (TENCON 2009),\nSingapore, November 2009, pp. 1 \u2013 5<\/li>\n<li>Y. Yusoff, R. Musa, N. Othman, H. Abdul Majid, M. S.\nSulaiman, and M. N. Marsono, “A High-Gain and High-Speed OTA for 10-bit\n50MS\/s Pipelined ADC”, in Proceedings of the 2008 Student Conference on\nResearch and Development (SCOReD 2008), Johor, Malaysia, November.\n2008, 58-1\u201358-4.<\/li>\n<li>I. Ismail, S. Mohd Nor, and M. N. Marsono, “Malware\nControl: Issues and Challenges”, in Proceedings of the 2008 Student\nConference on Research and Development (SCOReD 2008), Johor, Malaysia,\nNovember. 2008, 154-1\u2013154-4.<\/li>\n<li>Z. Md. Yusof, M. Khalil-Hani, N. Shaikh-Husin, and M.\nN.\nMarsono, “Iterative RLC Models for Interconnect Delay Optimization in\nVLSI Routing Algorithms”, in Proceedings of the 2008 Student Conference\non Research and Development (SCOReD 2008), Johor, Malaysia, November.\n2008, 270-1\u2013270-4.<\/li>\n<li>M. N. Marsono, M. W. El-Kharashi, and F. Gebali,\n“Rejecting\nspam at SMTP sessions”, in Procceedings of the 2007 IEEE Pacific Rim\nConference on Communications, Computers, and Signal Processing (PACRIM\n2007), Victoria, BC, Canada, August 2007, pp. 236\u2013239.<\/li>\n<li>M. N. Marsono, M. W. El-Kharashi, and F. Gebali,\n“Performance analysis of server-side spam control strategies based on\nlayer-3 classification”, in Proceedings of the IEEE Canadian Conference\non Electrical and Computer Engineering (CCECE 2007), Vancouver, BC,\nCanada, April 2007, pp. 349\u2013352.<\/li>\n<li>M. N. Marsono, M. W. El-Kharashi, F. Gebali, and S.\nGanti,\n“A distributed e-mail classification for spam control”, in Proceedings\nof the 2006 Canadian Conference on Electrical and Computer Engineering\n(CCECE 2006), Ottawa, ON, Canada, May 2006, pp. 438\u2013441.<\/li>\n<li>M. N. Marsono, M. W. El-Kharashi, and F. Gebali,\n“Binary\nLNS-based naive Bayes hardware classifier for spam control”, in\nProceedings of the 2006 IEEE International Symposium on Circuit and\nSystem (ISCAS 2006), Island of Kos, Greece, May 2006, pp. 3674–3677.<\/li>\n<\/ol>\n<span style=\"background: transparent none repeat scroll 0% 50%\"><font style=\"font-size: 12pt\" size=\"3\"><span lang=\"en-US\"><\/span><\/font><\/span>\n<br>\n<span style=\"font-weight: bold\">BOOKS\/CHAPTERS\nIN BOOKS<\/span><br>\n<ol>\n<li style=\"text-align: justify\">Advances in\nDigital System, M.\nM. Ahmad Zabidi and M. N. Marsono (eds.), Penerbit UTM 2007. Penerbit\nUTM , Johor.<\/li>\n<li style=\"text-align: justify\">M. N. Marsono,\n“Spam Control\non Middleboxes: Hardware Architectural Requirements and Challenges”,\nAdvances in Digital System, M. M. Ahmad Zabidi and M. N. Marsono\n(eds.), PenerbitUTM 2007. pp. 97 \u2013 1116<\/li>\n<li style=\"text-align: justify\">M. N. Marsono, A.\nN. M. E.\nRafiq, F. Gebali, “On the effects of deobfuscation on spam detection\naccuracy”, Advances In Digital Signal Processing Applications, (M. Mohd\nMokji, ed.). Penerbit UTM, Johor, pp. 163 — 176.<\/li>\n<li style=\"text-align: justify\">A. N. M. E.\nRafiq, M. N.\nMarsono, F. Gebali, “On the effects of class noise on spam detection\naccuracy”, Advances In Digital Signal Processing Applications, (M. Mohd\nMokji, ed.). Penerbit UTM, Johor, pp. 177 — 191.<\/li>\n<\/ol>\n<br>\n<br>\n<span style=\"font-weight: bold\"><\/span><br>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<br style=\"font-family: sans-serif\">\n<br>\n\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>MNMarsono: Publication Department of Electronic and Computer Engineering Faculty of Electrical Engineering Universiti Teknologi Malaysia mnadzir@utm.my, nadzir@fke.utm.my ARTICLES IN JOURNALS A. H. Al-Ammari, J. Sirkunan and M. N. Marsono, “AuNF: Adaptive Micro-Network Functions with Runtime Per-VNF Granularity Control for IIoT Edge Security Chains,” in IEEE Access, doi: 10.1109\/ACCESS.2026.3736548. M.N.A Nor-Azman, U.U. Sheikh, M.N. MMarsono, \u201cThe […]<\/p>\n","protected":false},"author":25399,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-126","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/people.utm.my\/nadzir\/wp-json\/wp\/v2\/pages\/126","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.utm.my\/nadzir\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/people.utm.my\/nadzir\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/people.utm.my\/nadzir\/wp-json\/wp\/v2\/users\/25399"}],"replies":[{"embeddable":true,"href":"https:\/\/people.utm.my\/nadzir\/wp-json\/wp\/v2\/comments?post=126"}],"version-history":[{"count":43,"href":"https:\/\/people.utm.my\/nadzir\/wp-json\/wp\/v2\/pages\/126\/revisions"}],"predecessor-version":[{"id":532,"href":"https:\/\/people.utm.my\/nadzir\/wp-json\/wp\/v2\/pages\/126\/revisions\/532"}],"wp:attachment":[{"href":"https:\/\/people.utm.my\/nadzir\/wp-json\/wp\/v2\/media?parent=126"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}