ARTICLE IN ACADEMIC JOURNALS
| NO | DETAILS OF ARTICLE IN ACADEMIC JOURNALS |
|---|---|
| 1. |
Mobile Phone Network Data in the COVID-19 era: A systematic review of applications, socioeconomic factors affecting compliance to non-pharmaceutical interventions, privacy implications, and post-pandemic economic recovery strategies
2025
Source :
PLOS ONE
DOI :
10.1371/journal.pone.0322520
|
| 2. |
Adversarial attack and defence of federated learning-based network traffic classification in edge computing environment
2025
Source :
COMPUTER NETWORKS
DOI :
10.1016/j.comnet.2025.111739
|
| 3. |
Mitigating adversarial attacks in federated learning based network traffic classification applications using secure hierarchical remote attestation and adaptive aggregation framework
2025
Source :
PEERJ COMPUTER SCIENCE
DOI :
10.7717/peerj-cs.3215
|
| 4. |
Transformer-based tokenization for IoT traffic classification across diverse network environments
2025
Source :
PEERJ COMPUTER SCIENCE
DOI :
10.7717/peerj-cs.3126
|
| 5. |
Machine learning for Internet of Things (IoT) device identification: a comparative study
2025
Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki Source :
PEERJ COMPUTER SCIENCE
DOI :
10.7717/peerj-cs.2873
|
| 6. |
Federated learning in network traffic classification: Taxonomy of implementation, application, and impact on sixth-generation wireless networks
2025
Source :
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
DOI :
10.1016/j.engappai.2025.111471
|
| 7. |
Improved temporal IoT device identification using robust statistical features
2024
Author(s) : Miss Laiha Binti Mat Kiah, Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki, Mohamad Hazim Bin Md Hanif Source :
PEERJ COMPUTER SCIENCE
DOI :
10.7717/peerj-cs.2145
|
| 8. |
Leveraging Federated Learning and XAI for Privacy-Aware and Lightweight Edge Training in Network Traffic Classification
2023
Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki Source :
2023 IEEE International Conference on Computing, ICOCO 2023
DOI :
10.1109/ICOCO59262.2023.10397836
|
| 9. |
The rise of website fingerprinting on Tor: Analysis on techniques and assumptions
2023
Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki Source :
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
DOI :
10.1016/j.jnca.2023.103582
|
| 10. |
Preliminary Study on the Effect of Traffic Representation on Accuracy Degradation in Machine Learning-based IoT Device Identification
2022
Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki Source :
2022 IEEE International Conference on Computing, ICOCO 2022
DOI :
10.1109/ICOCO56118.2022.10031725
|
| 11. |
GRANULAR NETWORK TRAFFIC CLASSIFICATION FOR STREAMING TRAFFIC USING INCREMENTAL LEARNING AND CLASSIFIER CHAIN
2022
Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki Source :
MALAYSIAN JOURNAL OF COMPUTER SCIENCE
DOI :
10.22452/mjcs.vol35no3.5
|
| 12. |
GRAIN: Granular multi-label encrypted traffic classification using classifier chain
2022
Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki Source :
COMPUTER NETWORKS
DOI :
10.1016/j.comnet.2022.109084
|
| 13. |
Grano-GT: A granular ground truth collection tool for encrypted browser-based Internet traffic
2021
Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki Source :
COMPUTER NETWORKS
DOI :
10.1016/j.comnet.2020.107617
|
| 14. |
The rise of traffic classification in IoT networks: A survey
2020
Source :
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
DOI :
10.1016/j.jnca.2020.102538
|
| 15. |
Applications and use Cases of Multilevel Granularity for Network Traffic Classification
2020
Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki Source :
2020 16TH IEEE INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA 2020)
|
PROCEEDING
| NO | DETAILS OF PROCEEDING |
|---|
RESEARCH PROJECT
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
A Large Language Model-Based Framework for Dynamic User Profiling in Learning Management Systems
|
|
new |
|
BUILDING A CYBER-READY GENERATION OF STUDENTS
|
|
new |
|
A Cross-platform Information And Analytics System For Sales Of Property Transaction And Rental Information
|
|
end |
|
A Lightweight Network Traffic Classifier For Resource-constrained Networks Using Explainable Artificial Intelligence
Researcher(s) : Prof. Ts. Dr. Nor Badrul Anuar Bin Juma'at, Prof. Ts. Dr. Ainuddin Wahid Bin Abdul Wahab, Dr. Nurul Binti Japar, Shukor Bin Abd Razak |
|
end |
|
Wp3: Time-sensitive Sensor Integrated Food Rescue System Towards Combating Food Insecurity
|
|
end |
RESEARCH COLLABORATOR
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
An Agentic AI Framework for Autonomous Threat Intelligence and Response Using the Model Context Protocol (MCP)
|
|
new |
|
Cybersecurity Threat Intelligence Management Using The Model Context Protocol (mcp): An Agentic And Context-aware Approach To Threat Detection And Response
|
|
new |
|
A Protocol-Driven Agentic AI for Autonomous Threat Analysis and Response
|
|
new |
|
UMCYBERSAFE: EMPOWERING SOCIETY WITH CYBERSECURITY EDUCATION
|
|
new |
|
Learning Deep Source Code Representation for Software Vulnerability Detection using Large Language Models
|
|
on going |
|
A Prediction Model Of Managing Building Obsolescence For Sustainable Adaption
|
|
on going |
|
Digital Transformation In Selangor: The Identification And Recommendation Of Digital Skills Of Public Officers In Selangor Government
|
|
end |