| 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 | 363 | 2020 |
| 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 | 43 | 2022 |
| 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 | 41 | 2023 |
| “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 | 25 | 2019 |
| 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 | 10 | 2017 |
| 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 | 9 | 2023 |
| 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 | 7 | 2021 |
| Mobile Phone Network Data in the COVID-19 era: A systematic review of applications, socioeconomic factors affecting compliance to non-pharmaceutical interventions, privacy … M Okmi, TF Ang, MF Mohd Zaki, CS Ku, KY Phan, I Wahyudi, LY Por Plos one 20 (4), e0322520, 2025 | 5 | 2025 |
| 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 | 5 | 2020 |
| Improved temporal IoT device identification using robust statistical features N Aqil, F Zaki, F Afifi, H Hanif, MLM Kiah, NB Anuar PeerJ Computer Science 10, e2145, 2024 | 3 | 2024 |
| 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 | 3 | 2022 |
| Federated learning in network traffic classification: Taxonomy of implementation, application, and impact on sixth-generation wireless networks A Ariffin, F Afifi, F Zaki, H Hanif, NB Anuar Engineering Applications of Artificial Intelligence 158, 111471, 2025 | 2 | 2025 |
| Transformer-based tokenization for IoT traffic classification across diverse network environments F Afifi, F Zaki, H Hanif, N Aqil, NB Anuar PeerJ Computer Science 11, e3126, 2025 | 2 | 2025 |
| 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 | 2 | 2022 |
| Clean-Label Backdoor Attack on CNN-Based Network Traffic Classifiers with RhythmicFlow C Guo, F Zaki, A Ariffin, NB Anuar 2025 IEEE International Conference on Computing (ICOCO), 447-452, 2025 | | 2025 |
| Mitigating adversarial attacks in federated learning based network traffic classification applications using secure hierarchical remote attestation and adaptive aggregation … A Ariffin, F Zaki, H Hanif, NB Anuar PeerJ Computer Science 11, e3215, 2025 | | 2025 |
| Adversarial Attack and Defence of Federated Learning-Based Network Traffic Classification in Edge Computing Environment A Ariffin, F Zaki, H Hanif, NB Anuar Computer Networks, 111739, 2025 | | 2025 |
| MOTEC: The Malay Offensive Text Classification using Extra Tree and Dialectal Standardization FA Narudin, F Zaki, HHM Altarturi, H Hanif, NB Anuar Malaysian Journal of Computer Science 38 (1), 81-98, 2025 | | 2025 |
| Machine learning for Internet of Things (IoT) device identification: a comparative study H Tahaei, A Liu, H Forooghikian, M Gheisari, F Zaki, NB Anuar, Z Fang, ... PeerJ Computer Science 11, e2873, 2025 | | 2025 |
| MOTEC: The Malay Offensive Text Classification using Extra Tree and Language Standardization F Amalina, F Zaki, HHM Altarturi, H Hanif, NB Anuar Malaysian Journal of Computer Science 38 (1), 81-98, 2025 | | 2025 |
Nor Badrul AnuarProfessor of Network and Cybersecurity, University of MalayaVerified email at um.edu.my
