Distributed Layer-3 E-Mail Classification for Spam Control. - Muhammad N. Marsono; M. Watheq El-Kharashi; Fayez Gebali; Sudhakar Ganti (CCECE, 2006)

Binary LNS-based naive Bayes hardware classifier for spam control. - Muhammad N. Marsono; M. Watheq El-Kharashi; Fayez Gebali (ISCAS, 2006)

Binary LNS-based naive Bayes inference engine for spam control: noise analysis and FPGA implementation. - Muhammad N. Marsono; M. Watheq El-Kharashi; Fayez Gebali (IET Comput. Digit. Tech., 2008)

Prioritized e-mail servicing to reduce non-spam delay and loss: A performance analysis. - Muhammad N. Marsono; M. Watheq El-Kharashi; Fayez Gebali (Int. J. Netw. Manag., 2008)

Targeting spam control on middleboxes: Spam detection based on layer-3 e-mail content classification. - Muhammad N. Marsono; M. Watheq El-Kharashi; Fayez Gebali (Comput. Networks, 2009)

A spam rejection scheme during SMTP sessions based on layer-3 e-mail classification. - Muhammad N. Marsono; M. Watheq El-Kharashi; Fayez Gebali (J. Netw. Comput. Appl., 2009)

Detecting Worms Using Data Mining Techniques: Learning in the Presence of Class Noise. - Ismahani Binti Ismail; Muhammad N. Marsono; Sulaiman Mohd Nor (SITIS, 2010)

A Network-on-Chip simulation framework for homogeneous Multi-Processor System-on-Chip. - Yuan Wen Hau; Muhammad N. Marsono; Chia Yee Ooi; Mohamed Khalil Hani (ASICON, 2011)

Network Worm Propagation Model Based on a Campus Network Topology. - Aliyu Mohammed; Sulaiman Mohd Nor; Muhammad Nadzir Marsono (iThings/CPSCom, 2011)

GA-based parameter tuning in finger-vein biometric embedded systems for information security. - Mohamed Khalil Hani; Vishnu P. Nambiar; Muhammad N. Marsono (ICCC, 2012)

Parameterizable Decision Tree Classifier on NetFPGA. - Alireza Monemi; Roozbeh Zarei; Muhammad Nadzir Marsono; Mohamed Khalil Hani (ISI, 2012)

Retraining Mechanism for On-Line Peer-to-Peer Traffic Classification. - Roozbeh Zarei; Alireza Monemi; Muhammad Nadzir Marsono (ISI, 2012)

Packet-level open-digest fingerprinting for spam detection on middleboxes. - Muhammad N. Marsono (Int. J. Netw. Manag., 2012)

Co-simulation methodology for improved design and verification of hardware neural networks. - Mohamed Khalil Hani; Vishnu P. Nambiar; Muhammad N. Marsono (IECON, 2013)

Selection of On-line Features for Peer-to-Peer Network Traffic Classification. - Haitham A. Jamil; Aliyu Mohammed; A. Hamza; Sulaiman Mohd Nor; Muhammad Nadzir Marsono (ISI, 2013)

Network partitioning and GA heuristic crossover for NoC application mapping. - Yin Zhen Tei; Muhammad N. Marsono; Nasir Shaikh-Husin; Yuan Wen Hau (ISCAS, 2013)

Feasible transition path generation for EFSM-based system testing. - Sieng Wong; Chia Yee Ooi; Yuan Wen Hau; Muhammad N. Marsono; Nasir Shaikh-Husin (ISCAS, 2013)

Online NetFPGA decision tree statistical traffic classifier. - Alireza Monemi; Roozbeh Zarei; Muhammad N. Marsono (Comput. Commun., 2013)

HW/SW co-design of reconfigurable hardware-based genetic algorithm in FPGAs applicable to a variety of problems. - Vishnu P. Nambiar; Sathivellu Balakrishnan; Mohamed Khalil Hani; Muhammad N. Marsono (Computing, 2013)

Biometric encryption based on a fuzzy vault scheme with a fast chaff generation algorithm. - Mohamed Khalil Hani; Muhammad N. Marsono; Rabia Bakhteri (Future Gener. Comput. Syst., 2013)

A Semi-Analytical Approach to Study the Energy Consumption of On-Chip Networks Testing. - Mahdieh Nadi Senjani; Mahdiar Hosein Ghadiry; Chia Yee Ooi; Muhammad N. Marsono (J. Low Power Electron., 2013)

rrBox: A Remote Dynamically Reconfigurable Middlebox for Network Protection. - Tze Hon Tan; Chia Yee Ooi; Muhammad N. Marsono (CANDAR, 2014)

A Closed Loop Control based Power Manager for WiNoC Architectures. - Mohd Shahrizal Rusli; Andrea Mineo; Maurizio Palesi; Giuseppe Ascia; Vincenzo Catania; Muhammad N. Marsono (MES, 2014)

Packet logging mechanism for adaptive online fault detection on Network-on-Chip. - Ling Kim Loo; Chia Yee Ooi; V. Y. Liew; Yuan Wen Hau; Muhammad N. Marsono (ISCAS, 2014)

Hardware transactional memory on multi-processor FPGA platform. - Jeevan Sirkunan; Chia Yee Ooi; Nasir Shaikh-Husin; Yuan Wen Hau; Muhammad Nadzir Marsono (ISCAS, 2014)

Remote dynamically reconfigurable platform using NetFPGA. - Tze Hon Tan; Chia Yee Ooi; Yuan Wen Hau; Nasir Shaikh-Husin; Muhammad N. Marsono (ISCAS, 2014)

rrBox: Remote dynamically reconfigurable middlebox using NetFPGA. - Tze Hon Tan; Chia Yee Ooi; Muhammad N. Marsono (ISCIT, 2014)

FPGA-based quantum circuit emulation: A case study on Quantum Fourier transform. - Yee Hui Lee; Mohamed Khalil Hani; Muhammad N. Marsono (ISIC, 2014)

Stateless Malware Packet Detection by Incorporating Naive Bayes with Known Malware Signatures. - Ismahani Binti Ismail; Sulaiman Mohd Nor; Muhammad Nadzir Marsono (Appl. Comput. Intell. Soft Comput., 2014)

Network Partitioning Domain Knowledge Multiobjective Application Mapping for Large-Scale Network-on-Chip. - Yin Zhen Tei; Yuan Wen Hau; Nasir Shaikh-Husin; Muhammad Nadzir Marsono (Appl. Comput. Intell. Soft Comput., 2014)

Malware detection using augmented naive Bayes with domain knowledge and under presence of class noise. - Ismahani Binti Ismail; Muhammad Nadzir Marsono; Sulaiman Mohd Nor (Int. J. Inf. Comput. Secur., 2014)

Optimization of structure and system latency in evolvable block-based neural networks using genetic algorithm. - Vishnu P. Nambiar; Mohamed Khalil Hani; Muhammad N. Marsono; Chen Wei Sia (Neurocomputing, 2014)

Hardware implementation of evolvable block-based neural networks utilizing a cost efficient sigmoid-like activation function. - Vishnu P. Nambiar; Mohamed Khalil Hani; Riadh Sahnoun; Muhammad N. Marsono (Neurocomputing, 2014)

Online data stream classification with incremental semi-supervised learning. - Hui Ru Loo; Muhammad N. Marsono (CODS, 2015)

A closed loop transmitting power self-calibration scheme for energy efficient WiNoC architectures. - Andrea Mineo; Mohd Shahrizal Rusli; Maurizio Palesi; Giuseppe Ascia; Vincenzo Catania; Muhammad N. Marsono (DATE, 2015)

Virtual Channel and Switch Allocation for Low Latency Network-on-Chip Routers. - Alireza Monemi; Chia Yee Ooi; Muhammad Nadzir Marsono (FCCM, 2015)

Adaptive Configurable Transactional Memory for Multi-processor FPGA Platforms. - Jeevan Sirkunan; Chia Yee Ooi; Muhammad N. Shaikh-Husin; Yuan Wen Hau; Muhammad N. Marsono (FCCM, 2015)

rrBox: A remote dynamically reconfigurable network processing middlebox. - Tze Hon Tan; Chia Yee Ooi; Muhammad N. Marsono (FPL, 2015)

Hardware/software partitioning of embedded System-on-Chip applications. - Jia Wei Tang; Yuan Wen Hau; Muhammad N. Marsono (VLSI-SoC, 2015)

Built-in Self Test Power and Test Time Analysis in On-chip Networks. - Mahdieh Nadi Senejani; Mahdiar Hosein Ghadiry; Chia Yee Ooi; Muhammad Nadzir Marsono (Circuits Syst. Signal Process., 2015)

Incorporating known malware signatures to classify new malware variants in network traffic. - Ismahani Binti Ismail; Muhammad Nadzir Marsono; Ban Mohammed Khammas; Sulaiman Mohd Nor (Int. J. Netw. Manag., 2015)

Low Latency Network-on-Chip Router Microarchitecture Using Request Masking Technique. - Alireza Monemi; Chia Yee Ooi; Muhammad Nadzir Marsono (Int. J. Reconfigurable Comput., 2015)

Automated Dataset Generation for Training Peer-to-Peer Machine Learning Classifiers. - Roozbeh Zarei; Alireza Monemi; Muhammad Nadzir Marsono (J. Netw. Syst. Manag., 2015)

2-D DWT System Architecture for Image Compression. - Boon Hui Ang; Usman Ullah Sheikh; Muhammad Nadzir Marsono (J. Signal Process. Syst., 2015)

A modular architecture for dynamically reconfigurable middlebox with customized reconfiguration handler. - Tze Hon Tan; Chia Yee Ooi; Muhammad N. Marsono (FPT, 2016)

Improved Flow Control for Minimal Fully Adaptive Routing in 2D Mesh NoC. - Alireza Monemi; Chia Yee Ooi; Muhammad Nadzir Marsono; Maurizio Palesi (NoCArc@MICRO, 2016)

Online Incremental Learning for High Bandwidth Network Traffic Classification. - Hui Ru Loo; Stephen Bassi Joseph; Muhammad Nadzir Marsono (Appl. Comput. Intell. Soft Comput., 2016)

Online network traffic classification with incremental learning. - Hui Ru Loo; Muhammad N. Marsono (Evol. Syst., 2016)

An FPGA-Based Quantum Computing Emulation Framework Based on Serial-Parallel Architecture. - Yee Hui Lee; Mohamed Khalil Hani; Muhammad Nadzir Marsono (Int. J. Reconfigurable Comput., 2016)

FPGA-Based Real-Time Moving Target Detection System for Unmanned Aerial Vehicle Application. - Jia Wei Tang; Nasir Shaikh-Husin; Usman Ullah Sheikh; Muhammad Nadzir Marsono (Int. J. Reconfigurable Comput., 2016)

hpFog: A FPGA-Based Fog Computing Platform. - Tze Hon Tan; Chia Yee Ooi; Muhammad Nadzir Marsono (NAS, 2017)

Hardware transactional memory architecture with adaptive version management for multi-processor FPGA platforms. - Jeevan Sirkunan; Chia Yee Ooi; Nasir Shaikh-Husin; Yuan Wen Hau; Muhammad N. Marsono (J. Syst. Archit., 2017)

ProNoC: A low latency network-on-chip based many-core system-on-chip prototyping platform. - Alireza Monemi; Jia Wei Tang; Maurizio Palesi; Muhammad N. Marsono (Microprocess. Microsystems, 2017)

Ping-lock round robin arbiter. - Alireza Monemi; Chia Yee Ooi; Maurizio Palesi; Muhammad N. Marsono (Microelectron. J., 2017)

First Line Defense Against Spreading New Malware in the Network. - Ban Mohammed Khammas; Sami Hasan; Noor Nateq; Joseph Stephen Bassi; Ismahani Binti Ismail; Muhammad Nadzir Marsono (CEEC, 2018)

drDRM: A PUF-Based Dynamically Reconfigurable DRM Mechanism for FPGA-Based Platform. - Tze Hon Tan; Chia Yee Ooi; Muhammad Nadzir Marsono (CANDAR, 2018)

A linked list run-length-based single-pass connected component analysis for real-time embedded hardware. - Jia Wei Tang; Nasir Shaikh-Husin; Usman Ullah Sheikh; Muhammad N. Marsono (J. Real Time Image Process., 2018)

Improved quantum circuit modelling based on Heisenberg representation. - Yee Hui Lee; Mohamed Khalil Hani; Muhammad N. Marsono (Quantum Inf. Process., 2018)

Interleaved Incremental/Decremental Support Vector Machine for Embedded System. - Jeevan Sirkunan; Nasir Shaikh-Husin; Muhammad N. Marsono (ISCAS, 2019)

Flow-Aware Elephant Flow Detection for Software-Defined Networks. - Mosab Hamdan; Bushra Mohammed; Usman Humayun; Ahmed Abdelaziz; Suleman Khan 001; M. Akhtar Ali; Muhammad Imran 001; Muhammad Nadzir Marsono (IEEE Access, 2020)

Edge Computing Intelligence Using Robust Feature Selection for Network Traffic Classification in Internet-of-Things. - Bushra Mohammed; Mosab Hamdan; Joseph Stephen Bassi; Haitham A. Jamil; Suleman Khan 001; Abdallah Elhigazi Abdallah; Danda B. Rawat; Ismahani Binti Ismail; Muhammad Nadzir Marsono (IEEE Access, 2020)

Collaborative Detection and Mitigation of Distributed Denial-of-Service Attacks on Software-Defined Network. - Omer Elsier Tayfour; Muhammad Nadzir Marsono (Mob. Networks Appl., 2020)

A Centralized Token-based Medium Access Control Mechanism for Wireless Network-on-Chip. - Ayodeji Ireti Fasiku; Olagoke Oladokun; Mohd Shahrizal Rusli; Muhammad N. Marsono (ICAICST, 2021)

Early Flow Table Eviction Impact on Delay and Throughput in Software-Defined Networks. - Usman Humayun; Mosab Hamdan; Muhammad N. Marsono (ICCSCE, 2021)

An FPGA-based Middlebox with Remote Dynamically Reconfigurable Application Plane. - Tze Hon Tan; Chia Yee Ooi; Muhammad N. Marsono (TENCON, 2021)

PEW: Prediction-Based Early Dark Cores Wake-up Using Online Ridge Regression for Many-Core Systems. - Mohammed Sultan Mohammed; Norlina Paraman; Ab Al-Hadi Ab Rahman; Fuad A. Ghaleb; Ahlam Al-Dhamari; Muhammad Nadzir Marsono (IEEE Access, 2021)

Software-defined networks for resource allocation in cloud computing: A survey. - Arwa Mohamed; Mosab Hamdan; Suleman Khan 001; Ahmed Abdelaziz; Sharief F. Babiker; Muhammad Imran 001; Muhammad Nadzir Marsono (Comput. Networks, 2021)

DPLBAnt: Improved load balancing technique based on detection and rerouting of elephant flows in software-defined networks. - Mosab Hamdan; Suleman Khan 001; Ahmed Abdelaziz; Shahidatul Sadiah; Nasir Shaikh-Husin; Sattam Al Otaibi; Carsten Maple; Muhammad N. Marsono (Comput. Commun., 2021)

A comprehensive survey of load balancing techniques in software-defined network. - Mosab Hamdan; Entisar Hassan; Ahmed Abdelaziz; Abdallah Elhigazi Abdallah; Bushra Mohammed; Suleman Khan 001; Athanasios V. Vasilakos; Muhammad Nadzir Marsono (J. Netw. Comput. Appl., 2021)

Collaborative detection and mitigation of DDoS in software-defined networks. - Omer Elsier Tayfour; Muhammad Nadzir Marsono (J. Supercomput., 2021)

Traffic Classification based on Incremental Learning Algorithms for the Software-Defined Networks. - Arwa Mohamed; Mosab Hamdan; Suleman Khan 001; Muzaffar Hamzah; Muhammad N. Marsono (FIT, 2022)

An FPGA-based IP Core Subscription-Oriented Fog Computing Platform. - Tze Hon Tan; Chia Yee Ooi; Muhammad N. Marsono (IPDPS Workshops, 2022)

RtFog: A Real-Time FPGA-Based Fog Node With Remote Dynamically Reconfigurable Application Plane for Fog Analytics Redeployment. - Tze Hon Tan; Chia Yee Ooi; Muhammad Nadzir Marsono (IEEE Trans. Green Commun. Netw., 2022)

A Two-Tier Anomaly-based Intrusion Detection Approach for IoT-Enabled Smart Cities. - Mosab Hamdan; Arwa M. Eldhai; Samah Abdelsalam; Kifayat Ullah 002; Ali Kashif Bashir; Muhammad N. Marsono; Fabio Kon; Daniel Macêdo Batista (INFOCOM Workshops, 2023)

3D-DNaPE: Dynamic Neighbor-Aware Performance Enhancement for Thermally Constrained 3D Many-Core Systems. - Mohammed Sultan Mohammed; Ahlam Al-Dhamari; Mosab Hamdan; Abdul-Malik H. Y. Saad; Antar S. H. Abdul-Qawy; Muhammad N. Marsono (IEEE Access, 2023)

Motion Pattern-Based Scene Classification Using Adaptive Synthetic Oversampling and Fully Connected Deep Neural Network. - Mohammed Sultan Mohammed; Ahlam Al-Dhamari; Waddah Saeed; Fatima N. Al-Aswadi; Sami Abdulla Mohsen Saleh; Muhammad N. Marsono (IEEE Access, 2023)

Correlation-Aware Joint Pruning-Quantization using Graph Neural Networks. - Muhammad Nor Azzafri Nor-Azman; Usman Ullah Sheikh; Mohammed Sultan Mohammed; Jeevan Sirkunan; Muhammad Nadzir Marsono (ICIP, 2024)

iCuSMAT-DT: A Two-Tier Detection Mechanism for High-Rate DDoS Attacks and Discriminating Benign Flash Traffic in Software-Defined Networks. - Anam Rajper; Norlina Binti Paraman; Muhammad Nadzir Marsono; Noor Jahan Rajper (SmartNets, 2024)

Improved Feature Selection and Stream Traffic Classification Based on Machine Learning in Software-Defined Networks. - Arwa M. Eldhai; Mosab Hamdan; Ahmed Abdelaziz; Ibrahim Abaker Targio Hashem; Sharief F. Babiker; Muhammad N. Marsono; Muzaffar Hamzah; Noor Zaman Jhanjhi (IEEE Access, 2024)

Elephant flow detection intelligence for software-defined networks: a survey on current techniques and future direction. - Mosab Hamdan; Hashim Eltahir Ahmed Elshafie; Sayeed Haider Salih; Samah Abdelsalam; Omayma Husain; Mohammed Salih Mohammed Gismalla; Mustafa Ghaleb; Muhammad N. Marsono (Evol. Intell., 2024)

DA+BMAC: Distance-Aware Bidirectional Medium Access Control for Mesh Wireless Network-on-Chip. - Mohd Shahrizal Rusli; Asrani Lit; Muhammad Nadzir Marsono; Ab Al-Hadi Ab Rahman; Shahidatul Sadiah; Michael Loong Peng Tan; Suhaila Isaak; Norlina Paraman (IEEE Access, 2025)