Faiz Zaki

According to our database, Faiz Zaki authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Machine learning for Internet of Things (IoT) device identification: a comparative study.

Hamid Tahaei, Anqi Liu, Hamid Forooghikian, Mehdi Gheisari, Faiz Zaki, Nor Badrul Anuar, Zhaoxi Fang, Longjun Huang

PeerJ Comput. Sci., 2025

Mitigating adversarial attacks in federated learning based network traffic classification applications using secure hierarchical remote attestation and adaptive aggregation framework.

Azizi Ariffin, Faiz Zaki, Hazim Hanif, Nor Badrul Anuar

PeerJ Comput. Sci., 2025

Transformer-based tokenization for IoT traffic classification across diverse network environments.

Firdaus Afifi, Faiz Zaki, Hazim Hanif, Nik Aqil, Nor Badrul Anuar

PeerJ Comput. Sci., 2025

Adversarial attack and defence of federated learning-based network traffic classification in edge computing environment.

Azizi Ariffin, Faiz Zaki, Hazim Hanif, Nor Badrul Anuar

Comput. Networks, 2025

2024

Improved temporal IoT device identification using robust statistical features.

Nik Aqil, Faiz Zaki, Firdaus Afifi, Hazim Hanif, Miss Laiha Mat Kiah, Nor Badrul Anuar

PeerJ Comput. Sci., 2024

2023

The rise of website fingerprinting on Tor: Analysis on techniques and assumptions.

Mohamad Amar Irsyad Mohd Aminuddin, Zarul Fitri Zaaba, Azman Samsudin, Faiz Zaki, Nor Badrul Anuar

J. Netw. Comput. Appl., March, 2023

2022

GRAIN: Granular multi-label encrypted traffic classification using classifier chain.

Faiz Zaki, Firdaus Afifi, Shukor Abd Razak, Abdullah Gani, Nor Badrul Anuar

Comput. Networks, 2022

2021

Grano-GT: A granular ground truth collection tool for encrypted browser-based Internet traffic.

Faiz Zaki, Abdullah Gani, Hamid Tahaei, Steven Furnell, Nor Badrul Anuar

Comput. Networks, 2021

2020

The rise of traffic classification in IoT networks: A survey.

Hamid Tahaei, Firdaus Afifi, Adeleh Asemi, Faiz Zaki, Nor Badrul Anuar

J. Netw. Comput. Appl., 2020