TS. DR. AHMAD FIRDAUS BIN ZAINAL ABIDIN

	Contact No. : 094244629 Gender : MALE Nationality : MALAYSIA Current Positon : DS51-A-PENSYARAH UNIVERSITI E-Mail : firdausza@ump.edu.my
ACADEMIC QUALIFICATION
. 2018 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNIVERSITI MALAYA . 2012 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI TEKNOLOGI MARA, CAWANGAN SHAH ALAM . 2009 : Diploma Lanjutan, INSTITUT TEKNIKAL JEPUN . 2006 : DIPLOMA, PUSAT LATIHAN TEKNOLOGI TINGGI (ADTEC)
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL PREDICTIION IN CLASSIFYING CLASSES PREDICTION 8 TINGGI DETECTION AND PREVENTION OF CRIME; SECURITY SERVICES INTRUSION DETECTION SYSTEM (IDS) 13 SANGAT TINGGI OPERATING SYSTEMS ROOT EXPLOIT DETECTION 13 SANGAT TINGGI OTHER SECURITY SYSTEM N.E.C. MOBILE SECURITY 8 SANGAT TINGGI ANALYSIS ON ANDROID APPLICATION STATIC ANALYSIS 10 SANGAT TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Skmg Sdn Bhd ASSISTANT ENGINEER 02/10/2006 29/12/2006 SEMENTARA Kemayan Emas Sdn Bhd ASSISTANT ENGINEER 01/07/2009 30/11/2009 SEMENTARA T-Systems (M) Sdn Bhd VIRTUAL SYSTEM OPERATOR 01/05/2012 31/08/2012 KONTRAK Coway (M) Sdn Bhd JUNIOR PROGRAMMER 01/11/2012 29/03/2013 TETAP
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. DEVELOPMENT OF A NEW THREAT MODELING FRAMEWORK FOR CYBER PHYSICAL SYSTEM Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 2. LEARNING BY TEACHING IN IMMERSIVE VIRTUAL REALITY: DESIGN , IMPLEMENTATION AND EVALUATION BASED ON MICROCREDENTIAL FRAMEWORK Member 01-DEC-2023 30-NOV-2025 Sedang Berjalan 3. ROOT MALWARE DETECTION USING GRAPH AND DEEP NEURAL NETWORK ALGORITHM Leader 15-JUL-2023 14-JUN-2026 Sedang Berjalan 4. UNDERSTANDING CYBERSECURITY HARDSHIP IN THE BANKING INDUSTRY: A BIBLIOMETRIC + WEB SEARCH ISSUE ANALYSIS TO ANALYZE BOTH ACADEMIC RESEARCH AND PUBLIC DISCOURSE Leader 01-JUL-2023 31-DEC-2023 Tamat (Perlu hantar laporan akhir) 5. SECURITY ACCESS CONTROL SYSTEM VIA GPS FOR BUILDINGS/AREAS AT KANEKA (RDU222410) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan 6. SECURITY ACCESS CONTROL SYSTEM VIA GPS FOR BUILDINGS/AREAS AT KANEKA (UIC220830) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan 7. CRYPTOJACKING DETECTION SYSTEM USING PRODUCT MOMENT CORRELATION COEFFICIENT (PMCC) HEATMAP AND MACHINE LEARNING INTELLIGENCE Leader 01-DEC-2022 30-NOV-2024 Sedang Berjalan 8. DEEP LEARNING MODEL FOR AUTOMATED SKELETON BONE AGE ASSESSMENT FOR LEFT-HAND BONE X-RAY IMAGES Leader 01-NOV-2022 31-OCT-2024 Sedang Berjalan 9. A FUZZY SYSTEM BASED IMPROVED JAYA ALGORITHM METHOD FOR OPTIMIZATION OF INTRUSION DETECTION SYSTEMS Member 01-MAY-2022 30-APR-2024 Sedang Berjalan 10. CYBERCRIME BEHAVIOR ANALYSIS DURING COVID19 PANDEMIC Member 15-APR-2021 14-APR-2023 Tamat (Perlu hantar laporan akhir) 11. DIABETIC RETINOPATHY DETECTION BASED ON DEEP LEARNING Member 23-DEC-2020 22-DEC-2022 Tamat (Laporan akhir dalam semakan) 12. DETECTION OF ROOT EXPLOIT IN ANDROID APK USING DEEP NEURAL NETWORK (DNNS) Leader 10-DEC-2020 09-DEC-2023 Tamat (Perlu hantar laporan akhir) 13. A New Chaotic Genetic Algorithm for Optimal Positioning of UAV Enable Wireless Sensor Network in Observatory Data Collection Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 14. 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) Leader 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 15. A new formulation of Android malware intrusion detection system model towards Cyber Security Member 01-SEP-2019 31-MAY-2022 Selesai (Mencapai Semua KPI) 16. OPTIMIZATION OF MATERIALS IN RADIATOR FLUIDS Leader 01-SEP-2019 30-NOV-2022 Tamat (Perlu hantar laporan akhir) 17. NEXT GENERATION SECURITY OPERATION CENTRE Member 01-JUN-2019 31-AUG-2020 Selesai (Mencapai Semua KPI) 18. A NOVEL HYBRID HARMONY SEARCH ALGORITHM WITH NOMADIC PEOPLE OPTIMIZER ALGORITHM FOR GLOBAL OPTIMIZATION AND FEATURE SELECTION Member 01-MAY-2019 30-JUL-2021 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula) 19. Hybrid Self-Organized Swarm Intelligence Forensic Algorithm and Neural Network Model in Estimating Age for Multiple Populations Member 01-JAN-2019 30-SEP-2021 Selesai (Tidak Mencapai KPI) 20. AUTOMATIC ETHNICITY IDENTIFICATION FROM FACIAL IMAGES BASED ON SKIN COLOUR AND TEXTURE FEATURES USING MACHINE LEARNING TECHNIQUE Member 05-SEP-2018 04-DEC-2020 Selesai (Mencapai Sebahagian KPI) 21. TWO TIER DESIGN IN WIRELESS SENSOR NETWORK TO SELECT CLUSTER HEAD USING FUZZY LOGIC FOR ENERGY EFFICIENCY Member 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI) 22. ANOMALY-BASED MALWARE PREDICTION MODEL WITH OPTIMIZED STATIC FEATURES Leader 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI) 23. INTEGRATING AUGMENTED REALITY APPLICATION TO SUPPORT STUDENT'S SPATIAL VISUALIZATION ABILITY Member 15-APR-2018 14-JUL-2020 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula) 24. DETECTING ROOT EXPLOIT USING NATURAL-INSPIRED FEATURES AND MACHINE LEARNING CLASSIFIERS WITH STATIC ANALYSIS Leader 05-APR-2018 04-JUL-2020 Selesai (Mencapai Semua KPI) 25. Improving The Integrity Of Halal Supply Chain Management Through Blockchain Technology Member 28-JUN-2017 27-JUN-2019 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 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 Towards a systematic description of the field using bibliometric analysis: malware evolution 09/02/2021 100 - Main Supervisor JOURNAL Android Malware Detection System using Machine Learning 01/03/2020 100 main supervisor JOURNAL Phishing detection system using machine learning classifiers 01/03/2020 100 Main supervisor JOURNAL Self-Organizing Map (SOM) For Species Distribution Modelling Of Birds Species at Kenyir Landscape 01/12/2019 90% JOURNAL “Less give more”: evaluate and zoning android applications 01/02/2019 100 JOURNAL “Less Give More”: Evaluate and zoning Android applications 13/10/2018 50 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