UMEXPERT - DR. MOHAMAD HAZIM BIN MD HANIF

Publication
Research

ARTICLE IN ACADEMIC JOURNALS

NO	DETAILS OF ARTICLE IN ACADEMIC JOURNALS
1.	Federated learning in network traffic classification: Taxonomy of implementation, application, and impact on sixth-generation wireless networks 2025 Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki, Mohamad Hazim Bin Md Hanif Source : ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE DOI : 10.1016/j.engappai.2025.111471
2.	Adversarial attack and defence of federated learning-based network traffic classification in edge computing environment 2025 Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki, Mohamad Hazim Bin Md Hanif Source : COMPUTER NETWORKS DOI : 10.1016/j.comnet.2025.111739
3.	Transformer-based tokenization for IoT traffic classification across diverse network environments 2025 Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki, Mohamad Hazim Bin Md Hanif Source : PEERJ COMPUTER SCIENCE DOI : 10.7717/peerj-cs.3126
4.	Mitigating adversarial attacks in federated learning based network traffic classification applications using secure hierarchical remote attestation and adaptive aggregation framework 2025 Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki, Mohamad Hazim Bin Md Hanif Source : PEERJ COMPUTER SCIENCE DOI : 10.7717/peerj-cs.3215
5.	Improved temporal IoT device identification using robust statistical features 2024 Author(s) : Miss Laiha Binti Mat Kiah, Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki, Mohamad Hazim Bin Md Hanif Source : PEERJ COMPUTER SCIENCE DOI : 10.7717/peerj-cs.2145
6.	VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection 2022 Author(s) : Mohamad Hazim Bin Md Hanif Source : Proceedings of the International Joint Conference on Neural Networks DOI : 10.1109/IJCNN55064.2022.9892280
7.	A Hybrid Graph Neural Network Approach for Detecting PHP Vulnerabilities 2022 Author(s) : Mohamad Hazim Bin Md Hanif Source : 5th IEEE Conference on Dependable and Secure Computing, DSC 2022 and SECSOC 2022 Workshop, PASS4IoT 2022 Workshop SICSA International Paper/Poster Competition in Cybersecurity DOI : 10.1109/DSC54232.2022.9888816
8.	The rise of software vulnerability: Taxonomy of software vulnerabilities detection and machine learning approaches 2021 Author(s) : Nor Badrul Anuar Bin Juma'at, Mohd Hairul Nizam Bin Md Nasir, Mohamad Hazim Bin Md Hanif Source : JOURNAL OF NETWORK AND COMPUTER APPLICATIONS DOI : 10.1016/j.jnca.2021.103009
9.	Halal Products on Twitter: Data Extraction and Sentiment Analysis Using Stack of Deep Learning Algorithms 2019 Author(s) : Nor Aniza Binti Abdullah, Nor Badrul Anuar Bin Juma'at, Mohamad Hazim Bin Md Hanif Source : IEEE ACCESS DOI : 10.1109/ACCESS.2019.2923275
10.	The rise of "blockchain": bibliometric analysis of blockchain study 2019 Author(s) : Nor Badrul Anuar Bin Juma'at, Mohamad Hazim Bin Md Hanif Source : SCIENTOMETRICS DOI : 10.1007/s11192-019-03170-4
11.	Detecting opinion spams through supervised boosting approach 2018 Author(s) : Nor Aniza Binti Abdullah, Nor Badrul Anuar Bin Juma'at, Mohamad Hazim Bin Md Hanif Source : PLOS ONE DOI : 10.1371/journal.pone.0198884
12.	Performance Evaluation of Machine Learning Algorithms for Spam Profile Detection on Twitter Using WEKA and RapidMiner 2018 Author(s) : Amirrudin Bin Kamsin, Nor Badrul Anuar Bin Juma'at, Mohamad Hazim Bin Md Hanif Source : ADVANCED SCIENCE LETTERS DOI : 10.1166/asl.2018.10683

RESEARCH PROJECT

GRANT	PROGRESS	STATUS
Learning Deep Source Code Representation for Software Vulnerability Detection using Large Language Models Researcher(s) : Dr. Muhammad Faiz Bin Mohd Zaki, Prof. Ts. Dr. Nor Badrul Anuar Bin Juma'at, Dr. Nurul Binti Japar, Prof. Dr. Siti Hafizah Binti Ab Hamid		on going
Menaiktaraf Um?s Data Intensive Computing Center (dicc) Researcher(s) : Prof. Ts. Dr. Nor Badrul Anuar Bin Juma'at, Prof. Dr. Siti Hafizah Binti Ab Hamid, Dr. Muhammad Faiz Bin Mohd Zaki, Dr. Muhammad Nur Firdaus Bin Sahran, Dr. Nur Nasuha Binti Mohd Daud		on going

RESEARCH COLLABORATOR

GRANT	PROGRESS	STATUS
An Agentic AI Framework for Autonomous Threat Intelligence and Response Using the Model Context Protocol (MCP) Researcher(s) : Prof. Dr. Siti Hafizah Binti Ab Hamid, Dr. Muhammad Faiz Bin Mohd Zaki, Dr. Mohamad Hazim Bin Md Hanif, Dr. Muhammad Nur Firdaus Bin Sahran		new
Cybersecurity Threat Intelligence Management Using The Model Context Protocol (mcp): An Agentic And Context-aware Approach To Threat Detection And Response Researcher(s) : Prof. Dr. Siti Hafizah Binti Ab Hamid, Dr. Muhammad Faiz Bin Mohd Zaki, Dr. Mohamad Hazim Bin Md Hanif, Dr. Muhammad Nur Firdaus Bin Sahran, Dr. Nur Nasuha Binti Mohd Daud, Dr. Nurul Binti Japar		new
Quality Evaluation Of A Multimodal Affective Dataset For Esl Learners: Software Engineering Perspective Researcher(s) : Prof. Ts. Dr. Nor Badrul Anuar Bin Juma'at, Dr. Nur Nasuha Binti Mohd Daud, Dr. Nurul Binti Japar, Dr. Muhammad Faiz Bin Mohd Zaki, Dr. Mohamad Hazim Bin Md Hanif, Dr. Muhammad Nur Firdaus Bin Sahran		new
A Protocol-Driven Agentic AI for Autonomous Threat Analysis and Response Researcher(s) : Prof. Ts. Dr. Nor Badrul Anuar Bin Juma'at, Dr. Mohamad Hazim Bin Md Hanif, Dr. Muhammad Faiz Bin Mohd Zaki, Dr. Muhammad Nur Firdaus Bin Sahran		new
Vocabulary Sharing Framework For Malaysian Sign Language Translation Using Large Language Model And Deep Learning Researcher(s) : Professor Ir. Dr. Chan Chee Seng, Dr. Erma Rahayu Binti Mohd Faizal Abdullah, Associate Prof. Ts. Dr. Aznul Qalid Bin Md Sabri, Dr. Hoo Wai Lam, Dr. Mohamad Hazim Bin Md Hanif		on going
BUILDING A CYBER-READY GENERATION OF STUDENTS Researcher(s) : Dr. Mohamad Hazim Bin Md Hanif, Dr. Asyraf Bin Abdul Halim, Prof. Gs. Dr. Rosilawati Binti Zainol		new
Self Tagging Model of Metadata Abstraction for Music Repository Researcher(s) : Prof. Dr. Noorhidawati Binti Abdullah, Dr. Mohamad Hazim Bin Md Hanif		on going
Anomaly Detection Using Hybrid Swarm Intelligence and Evolutionary Algorithms in Wireless Sensor Networks Researcher(s) : Associate Prof. Ts. Dr. Ismail Bin Ahmedy, Prof. Dr. Mohd Yamani Idna Bin Idris, Dr. Muhammad Nur Firdaus Bin Sahran, Dr. Mohamad Hazim Bin Md Hanif		on going
Digital Defender Muda Researcher(s) : Madam Fazidah Binti Othman, Madam Mas Idayu Binti Md Sabri, Madam Nornazlita Binti Hussin, Dr. Nurul Fazmidar Binti Mohd Noor, Dr. Muhammad Faiz Bin Mohd Zaki, Dr. Mohamad Hazim Bin Md Hanif, Dr. Muhammad Nur Firdaus Bin Sahran, Prof. Dr. Siti Hafizah Binti Ab Hamid		on going
Next-generation Ai-driven Unified Cancer Data Ecosystem And Framework For Clinical Service And Research In Malaysia Researcher(s) : Dr. Mohamad Hazim Bin Md Hanif, Prof. Dr. Nur Aishah Binti Mohd Taib, Associate Prof. Dr. Azura Binti Mansor, Associate Prof. Dr. Pang Yong Kek		on going