PROFESOR MADYA TS. DR. MOHD FAIZAL BIN AB RAZAK

	Contact No. : 094244676 Gender : MALE Nationality : MALAYSIA Current Positon : DS54-A-PROFESOR MADYA E-Mail : faizalrazak@ump.edu.my
ACADEMIC QUALIFICATION
. 2018 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNIVERSITI MALAYA . 2014 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI MALAYSIA PAHANG . 2011 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI MALAYSIA PAHANG
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL INTRUSION DETECTION SYSTEM MALWARE DETECTION 3 TINGGI MACHINE LEARNING BIO -INSPIRED 3 SEDERHANA MALWARE, WORMS AND VIRUSES MALWARE DETECTION 3 TINGGI NEURAL, EVOLUTIONARY AND FUZZY COMPUTATION META-HEURISTIC 2 SEDERHANA RISK ANALYSIS SECURITY RISK 3 SEDERHANA RISK ASSESSMENT SECURITY RISK 3 SEDERHANA
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Holistic Consultant Sdn Bhd SITE ENGINEER 02/01/2012 01/09/2014 KONTRAK
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. HYBRID METAHEURISTIC APPROACH IN FORECASTING OF CYBERCRIME THREAT (RDU242742) Member 01-SEP-2024 31-AUG-2025 Sedang Berjalan 2. AN EFFICIENT BOTNET DETECTION OVER AN ENCRYPTED CHANNEL USING NETWORK FLOW FEATURE AND MACHINE LEARNING CLASSIFICATION Member 01-SEP-2024 31-AUG-2026 Sedang Berjalan 3. HYBRID METAHEURISTIC APPROACH IN FORECASTING OF CYBERCRIME THREAT (UIC241544) Member 01-SEP-2024 31-AUG-2025 Sedang Berjalan 4. DEVELOPMENT OF A NEW THREAT MODELING FRAMEWORK FOR CYBER PHYSICAL SYSTEM Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 5. INTEGRATING AUGMENTED REALITY IN EDUCATION: A STUDY OF STUDENT ENGAGEMENT, MOTIVATION AND LEARNING OUTCOMES IN HIGHER EDUCATION Member 01-DEC-2023 30-NOV-2025 Sedang Berjalan 6. LEARNING BY TEACHING IN IMMERSIVE VIRTUAL REALITY: DESIGN , IMPLEMENTATION AND EVALUATION BASED ON MICROCREDENTIAL FRAMEWORK Leader 01-DEC-2023 30-NOV-2025 Sedang Berjalan 7. IMPLEMENTATION OF MULTIPLAYER COLLABORATIVE VIRTUAL TRAINING SYSTEM TO ENHANCE LEARNING EXPERIENCE IN HIGHER EDUCATION Member 01-DEC-2023 30-NOV-2025 Sedang Berjalan 8. UNDERSTANDING CYBERSECURITY HARDSHIP IN THE BANKING INDUSTRY: A BIBLIOMETRIC + WEB SEARCH ISSUE ANALYSIS TO ANALYZE BOTH ACADEMIC RESEARCH AND PUBLIC DISCOURSE Member 01-JUL-2023 31-DEC-2023 Tamat (Laporan akhir dalam semakan) 9. CRYPTOJACKING DETECTION SYSTEM USING PRODUCT MOMENT CORRELATION COEFFICIENT (PMCC) HEATMAP AND MACHINE LEARNING INTELLIGENCE Member 01-DEC-2022 30-NOV-2024 Sedang Berjalan 10. DEVELOP MODEL OF FACTORS AFFECTING CYBERBULLYING BEHAVIOUR Member 01-NOV-2022 31-OCT-2024 Sedang Berjalan 11. CYBERCRIME BEHAVIOR ANALYSIS DURING COVID19 PANDEMIC Leader 15-APR-2021 14-APR-2023 Tamat (Perlu hantar laporan akhir) 12. A BLOCK-CHAIN-ENABLED CYBER-SECURITY PROVISION FOR HETEROGENEOUS NETWORKS Member 01-APR-2021 31-MAR-2023 Tamat (Perlu hantar laporan akhir) 13. ANDROID MOBLE MALWARE DETECTION SYSTEM USING FUZZY AHP Leader 10-DEC-2020 09-DEC-2022 Selesai (Mencapai Semua KPI) 14. TRUST-BASED COLD DECK IMPUTATION USING MULTIPLE WEB DONORS FOR MISSING VALUES PROBLEM Member 15-OCT-2020 14-OCT-2022 Tamat (Perlu hantar laporan akhir) 15. An Investigation of UAV energy usage for optimum flight path under Obstacle-free Area. Member 01-NOV-2019 31-JAN-2022 Selesai (Mencapai Sebahagian KPI) 16. An Enhancement of Particle Swarm Optimization Algorithm for Parameter Estimation in Computational Systems Biology Models Member 01-SEP-2019 31-MAY-2022 Selesai (Mencapai Semua KPI) 17. A new formulation of Android malware intrusion detection system model towards Cyber Security Leader 01-SEP-2019 31-MAY-2022 Selesai (Mencapai Semua KPI) 18. A New Formulation of Framework for Designing Augmented Reality Applications in STEM Education Member 01-SEP-2019 31-MAY-2022 Selesai (Mencapai Semua KPI) 19. An Enhanced Cooperative Parallel Metaheuristic Method for Parameter Estimation in Large-Scale Biological Models Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 20. Formulation of the new intelligence model to find new features using metaheuristic approach to detect evolve mobile device malware towards Cyber Security Area in the Industrial Revolution (IR4.0) Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 21. A MODEL FOR CODE CLONE DETECTION IN C-BASED APPLICATIONS Member 25-JUN-2019 24-SEP-2021 Selesai (Mencapai Sebahagian KPI) 22. NEXT GENERATION SECURITY OPERATION CENTRE Leader 01-JUN-2019 31-AUG-2020 Tamat (Laporan akhir dalam semakan) 23. A RISK ANALYSIS SYSTEM FOR MOBILE MALWARE DETECTION Leader 25-SEP-2018 24-DEC-2020 Selesai (Mencapai Semua KPI)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION ARTICLE MALWARE DETECTION USING STATIC ANALYSIS IN ANDROID: A REVIEW OF FECO (FEATURES, CLASSIFICATION AND OBFUSCATION). 11/06/2021 50% CONFERENCE PAPER A Review: Static Analysis of Android Malware and Detection Technique 24/08/2021 100 CONFERENCE PAPER An Organ Donation Management System (ODMS) based on Blockchain Technology for Tracking and Security Purposes 24/08/2021 50 CONFERENCE PAPER Applying Bayesian probability for Android malware detection using permission features 24/08/2021 100 CONFERENCE PAPER Performance Analysis on Denial of Service attack using UNSW-NB15 Dataset 24/08/2021 50 JOURNAL A Bayesian probability model for Android malware detection 21/09/2021 100 JOURNAL A static analysis approach for Android permission-based malware detection systems 30/09/2021 100 JOURNAL Android mobile malware detection using fuzzy AHP 01/09/2021 100 JOURNAL Grasp on next generation security operation centre (NGSOC): Comparative study 01/07/2021 100 JOURNAL Malware detection using static analysis in Android: a review of FeCO (features, classification, and obfuscation) 11/06/2021 50 JOURNAL New formula to calculate the number of designs in RADG cryptosystem 04/02/2021 50 JOURNAL The prediction of undergraduate student performance in chemistry course using multilayer perceptron 01/02/2021 50 JOURNAL The rise of software vulnerability: Taxonomy of software vulnerabilities detection and machine learning approaches 01/04/2021 80 / checking the format and standard, pay the proofread JOURNAL Towards a systematic description of the field using bibliometric analysis: malware evolution 09/02/2021 100 - Main Supervisor CONFERENCE PAPER An Improved Mapping Pattern for Digital Watermarking using Hilbert-Peano Pattern 01/01/2020 50% JOURNAL A malicious URLs detection system using optimization and machine learning classifiers 01/03/2020 100 main supervisor JOURNAL Android Malware Detection System using Machine Learning 01/03/2020 100 main supervisor JOURNAL Automated Feature Selection using Boruta Algorithm to Detect Mobile Malware 01/09/2020 50 / check format JOURNAL Phishing detection system using machine learning classifiers 01/03/2020 100 Main supervisor CONFERENCE PAPER Solving 0/1 Knapsack Problem using Opposition-based Whale Optimization Algorithm (OWOA) 01/02/2019 20 JOURNAL Augmented reality: effect on conceptual change of scientific 01/12/2019 50 JOURNAL Selecting Root Exploit Features Using Flying Animal-Inspired Decision 27/07/2019 50% JOURNAL The rise of “blockchain”: bibliometric analysis of blockchain study 01/09/2019 50 JOURNAL “Less give more”: evaluate and zoning android applications 01/02/2019 100 JOURNAL Bio-inspired computational paradigm for feature investigation and malware detection: interactive analytics 18/07/2018 10 JOURNAL Cost effective network flow measurement for software defined networks: A distributed controller scenario 01/01/2018 10 JOURNAL Detecting opinion spams through supervised boosting approach 01/06/2018 10 JOURNAL Discovering optimal features using static analysis and a genetic search based method for android malware detection 01/06/2018 10 JOURNAL Root Exploit Detection and Features Optimization: Mobile Device and Blockchain Based Medical Data Management 01/06/2018 10 JOURNAL Bio-inspired for features optimization and malware detection 01/12/2017 100 JOURNAL The rise of “malware”: Bibliometric analysis of malware study 01/11/2016 100 REVIEWER JOURNAL COMPUTERS & SECURITY 01/04/2021 100 JOURNAL Multimedia Tools and Applications 03/04/2020 100