ProfessorsProfessors of Universiti MalayaFaiz Zaki

Faiz Zaki

Universiti Malaya

H-index: 5

Asia-Malaysia

About Faiz Zaki

Faiz Zaki, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Universiti Malaya, specializes in the field of Networking, Network Traffic Classification, Network Management, Computer Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

Leveraging Federated Learning and XAI for Privacy-Aware and Lightweight Edge Training in Network Traffic Classification

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

Preliminary Study on the Effect of Traffic Representation on Accuracy Degradation in Machine Learning-based IoT Device Identification

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

Granular Network Traffic Classification For Streaming Traffic Using Incremental Learning And Classifier Chain

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

Applications and use Cases of Multilevel Granularity for Network Traffic Classification

The rise of traffic classification in IoT networks: A survey

Faiz Zaki Information

University	Universiti Malaya
Position	___
Citations(all)	273
Citations(since 2020)	273
Cited By	53
hIndex(all)	5
hIndex(since 2020)	5
i10Index(all)	3
i10Index(since 2020)	3
Email	Access Email
University Profile Page	Universiti Malaya
Google Scholar	View Google Scholar Profile

Faiz Zaki Skills & Research Interests

Networking

Network Traffic Classification

Network Management

Computer Networks

Top articles of Faiz Zaki

Title	Journal	Author(s)	Publication Date
Leveraging Federated Learning and XAI for Privacy-Aware and Lightweight Edge Training in Network Traffic Classification		Azizi Ariffin Faiz Zaki Nor Badrul Anuar	2023/10/9
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	2023/3/1
Preliminary Study on the Effect of Traffic Representation on Accuracy Degradation in Machine Learning-based IoT Device Identification		Nik Aqil Firdaus Afifi Faiz Zaki Nor Badrul Anuar	2022/11/14
GRAIN: Granular multi-label encrypted traffic classification using classifier chain	Computer Networks	Faiz Zaki Firdaus Afifi Shukor Abd Razak Abdullah Gani Nor Badrul Anuar	2022/8/4
Granular Network Traffic Classification For Streaming Traffic Using Incremental Learning And Classifier Chain	Malaysian Journal of Computer Science	Faiz Zaki Firdaus Afifi Abdullah Gani Nor Badrul Anuar	2022/7/27
Grano-GT: A granular ground truth collection tool for encrypted browser-based Internet traffic	Computer Networks	Faiz Zaki Abdullah Gani Hamid Tahaei Steven Furnell Nor Badrul Anuar	2021/1/15
Applications and use Cases of Multilevel Granularity for Network Traffic Classification		Faiz Zaki Abdullah Gani Nor Badrul Anuar	2020/2/28
The rise of traffic classification in IoT networks: A survey		Hamid Tahaei Firdaus Afifi Adeleh Asemi Faiz Zaki Nor Badrul Anuar	2020/3/15