ARTICLE IN ACADEMIC JOURNALS
NO | DETAILS OF ARTICLE IN ACADEMIC JOURNALS |
---|---|
1. |
The rise of website fingerprinting on Tor: Analysis on techniques and assumptions
2023
Source : JOURNAL OF NETWORK AND COMPUTER APPLICATIONS DOI : 10.1016/j.jnca.2023.103582 |
2. |
Preliminary Study on the Effect of Traffic Representation on Accuracy Degradation in Machine Learning-based IoT Device Identification
2022
Source : 2022 IEEE International Conference on Computing, ICOCO 2022 DOI : 10.1109/ICOCO56118.2022.10031725 |
3. |
GRANULAR NETWORK TRAFFIC CLASSIFICATION FOR STREAMING TRAFFIC USING INCREMENTAL LEARNING AND CLASSIFIER CHAIN
2022
Source : MALAYSIAN JOURNAL OF COMPUTER SCIENCE DOI : 10.22452/mjcs.vol35no3.5 |
4. |
GRAIN: Granular multi-label encrypted traffic classification using classifier chain
2022
Source : COMPUTER NETWORKS DOI : 10.1016/j.comnet.2022.109084 |
5. |
Grano-GT: A granular ground truth collection tool for encrypted browser-based Internet traffic
2021
Source : COMPUTER NETWORKS DOI : 10.1016/j.comnet.2020.107617 |
6. |
Applications and use Cases of Multilevel Granularity for Network Traffic Classification
2020
Source : 2020 16TH IEEE INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA 2020) |
7. |
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 |
8. |
Less Give More : Evaluate and zoning Android applications
2019
Author(s) : Muhammad Faiz Bin Mohd Zaki Source : MEASUREMENT DOI : 10.1016/J.MEASUREMENT.2018.10.034 |
9. |
Source camera identification: a distributed computing approach using Hadoop
2017
Source : Journal of Cloud Computing-Advances Systems and Applications DOI : 10.1186/s13677-017-0088-x |
PROCEEDING
NO | DETAILS OF PROCEEDING |
---|---|
1. |
Leveraging Federated Learning and XAI for Privacy-Aware and Lightweight Edge Training in Network Traffic Classification
2023
Author(s) : Muhammad Faiz Bin Mohd Zaki |
RESEARCH PROJECT
GRANT | PROGRESS | STATUS |
---|---|---|
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
(Fundamental Research Grant Scheme (FRGS)) |
|
new |
WP3: Time-Sensitive Sensor Integrated Food Rescue System Towards Combating Food Insecurity
(Others MOHE - Top 100 (IIRG)-IISS) |
|
on going |
A Cross-platform Information And Analytics System For Sales Of Property Transaction And Rental Information
Researcher(s) : Prof. Ts. Dr. Nor Badrul Anuar Bin Juma'at,Associate Prof. Dr. Nor Liyana Bt Mohd Shuib,Sr Dr. Ainoriza Binti Mohd Aini
(Government Agency) |
|
end |
RESEARCH COLLABORATOR
GRANT | PROGRESS | STATUS |
---|---|---|
A Prediction Model Of Managing Building Obsolescence For Sustainable Adaption
Researcher(s) : Associate Prof. Dr. Norhanim Binti Zakaria,Associate Prof. Dr. Umi Kalsum Zolkafli @ Zulkifly,Dr. Muhammad Faiz Bin Mohd Zaki,Prof. Ts. Dr. Nor Badrul Anuar Bin Juma'at
(Government Agency) |
|
on going |