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Faiz Zaki
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The rise of traffic classification in IoT networks: A survey
H Tahaei, F Afifi, A Asemi, F Zaki, NB Anuar
Journal of Network and Computer Applications 154, 102538, 2020
2342020
“Less Give More”: Evaluate and zoning Android applications
MF Ab Razak, NB Anuar, R Salleh, A Firdaus, M Faiz, HS Alamri
Measurement 133, 396-411, 2019
222019
The rise of website fingerprinting on Tor: Analysis on techniques and assumptions
MAIM Aminuddin, ZF Zaaba, A Samsudin, F Zaki, NB Anuar
Journal of Network and Computer Applications 212, 103582, 2023
122023
GRAIN: Granular multi-label encrypted traffic classification using classifier chain
F Zaki, F Afifi, S Abd Razak, A Gani, NB Anuar
Computer Networks 213, 109084, 2022
112022
Source camera identification: a distributed computing approach using Hadoop
M Faiz, NB Anuar, AWA Wahab, S Shamshirband, AT Chronopoulos
Journal of Cloud Computing 6 (1), 18, 2017
82017
Applications and use Cases of Multilevel Granularity for Network Traffic Classification
F Zaki, A Gani, NB Anuar
2020 16th IEEE International Colloquium on Signal Processing & Its …, 2020
42020
Grano-GT: A granular ground truth collection tool for encrypted browser-based Internet traffic
F Zaki, A Gani, H Tahaei, S Furnell, NB Anuar
Computer Networks 184, 107617, 2021
32021
Granular Network Traffic Classification For Streaming Traffic Using Incremental Learning And Classifier Chain
F Zaki, F Afifi, A Gani, NB Anuar
Malaysian Journal of Computer Science 35 (3), 264-280, 2022
12022
Leveraging Federated Learning and XAI for Privacy-Aware and Lightweight Edge Training in Network Traffic Classification
A Ariffin, F Zaki, NB Anuar
2023 IEEE International Conference on Computing (ICOCO), 47-52, 2023
2023
Preliminary Study on the Effect of Traffic Representation on Accuracy Degradation in Machine Learning-based IoT Device Identification
N Aqil, F Afifi, F Zaki, NB Anuar
2022 IEEE International Conference on Computing (ICOCO), 270-275, 2022
2022
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Articles 1–10