Untuk Kegunaan UKM sahaja

For UKM use only

Curriculum Vitae


MAKLUMAT ASAS

TS. DR. NAZHATUL HAFIZAH BINTI KAMARUDIN

PENSYARAH UNIVERSITI
PUSAT KAJIAN KESELAMATAN SIBER (CYBER)
nazhatulhafizah@ukm.edu.my
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY


KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
Doktor Falsafah , UNIVERSITI TEKNOLOGI MARA , 2019
Sarjana , STEVENS INSTITUTE OF TECHNOLOGY , 2012
Sarjana Muda dengan Kepujian , STEVENS INSTITUTE OF TECHNOLOGY , 2012
KEPAKARAN / EXPERTISE
INFORMATION AND COMMUNICATION TECHNOLOGY - CYBER SECURITY (Authentication)
TECHNOLOGY AND ENGINEERING - ELECTRIC AND ELECTRONIC (Sensor Networks)
ARTIFICIAL INTELLIGENCE - ARTIFICIAL INTELLIGENCE (Artificial Intelligence)
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Mohd Imran Md Yusop, Nazhatul Hafizah Kamarudin, Nur Hanis Sabrina Suhaimi, Mohammad Kamrul Hasan.  (2025).  Advancing Passwordless Authentication: A Systematic Review Of Methods, Challenges, And Future Directions For Secure User Identity.  - Ieee Access.  13919 - 13943. 
Li Zhen, Nazhatul Hafizah Kamarudin, Ven Jyn Kok, Faizan Qamar.  (2025).  Anomaly Detection Model In Nssa Based On Machine Learning: Limitation, Techniques, Future Trends.  - Ieee Access.  126084 - 126129. 
Ayat Abd-muti Alrawahneh, Sharifah Nurul Asyikin Syed Abdullah, Siti Norul Huda Sheikh Abdullah, Nazhatul Hafizah Kamarudin, Sarah Khadijah Taylor.  (2025).  Video Authentication Detection Using Deep Learning: A Systematic Literature Review.  - Applied Intelligence.  1 - 30. 
Nazhatul Hafizah Kamarudin, Nur Hanis Sabrina Suhaimi, Fadilla Atyka Nor Rashid, Mohd Nor Akmal Khalid, Fazlina Mohd Ali.  (2024).  Exploring Authentication Paradigms In The Internet Of Things: A Comprehensive Scoping Review.  - Symmetry.  1-32. 
Qinlin Li, Dan Xing, M. A. Ilyas, Nazhatul Hafizah Kamarudin.  (2024).  Autonomous Balance Control Method Of Unmanned Aerial Vehicle With Manipulator Based On Artificial Intelligence Algorithm.  - Soft Computing.  13897 - 13907. 
Nur Hanis Sabrina Suhaim, Nazhatul Hafizah Kamarudin, Mohd Nor Akmal Khalid, Ibrahim Tahir, Muhammad Amir Afiq Mohamed..  (2024).  State-of-the-art Authentication Measures In Satellite Communication Networks: A Comprehensive Analysis.  - Ieee Access.  142241 - 142264. 

Penerbitan WOS

Fazlina Mohd Ali, Marizuana Mat Daud, Fadilla ‘atyka Nor Rashid, Nazhatul Hafizah Kamarudin , Syahanim Mohd Salleh, Nur Arzilawati Md Yunus .  (2024).  A Taxonomic Study: Data Placement Strategies In Cloud Replication Environments .  - International Journal Of Advanced Computer Science And Applications (ijacsa).  825 - 840. 

Penerbitan SCOPUS/ERA

Abdullah Alduhailan, Nazhatul Hafizah Kamarudin, Siti Norul Huda Sheikh Abdullah, And Aminu Dau.  (2025).  Deep Learning In Biometric Authentication: Challenges, Recent Advancements, And Future Trends.  - Journal Of Advances In Information Technology.  458 - 477. 
Mohd Imran Md Yusop, Nazhatul Hafizah Kamarudin, Nur Hanis Sabrina Suhaimi, Mohammad Kamrul Hasan.  (2025).  Advancing Passwordless Authentication: A Systematic Review Of Methods, Challenges, And Future Directions For Secure User Identity.  - Ieee Access.  13919 - 13943. 
Ayat Abd-muti Alrawahneh, Sharifah Nurul Asyikin Syed Abdullah, Siti Norul Huda Sheikh Abdullah, Nazhatul Hafizah Kamarudin, Sarah Khadijah Taylor.  (2025).  Video Authentication Detection Using Deep Learning: A Systematic Literature Review.  - Applied Intelligence.  1 - 30. 
Li Zhen, Nazhatul Hafizah Kamarudin, Ven Jyn Kok, Faizan Qamar.  (2025).  Anomaly Detection Model In Nssa Based On Machine Learning: Limitation, Techniques, Future Trends.  - Ieee Access.  126084 - 126129. 
Nur Hanis Sabrina Suhaim, Nazhatul Hafizah Kamarudin, Mohd Nor Akmal Khalid, Ibrahim Tahir, Muhammad Amir Afiq Mohamed..  (2024).  State-of-the-art Authentication Measures In Satellite Communication Networks: A Comprehensive Analysis.  - Ieee Access.  142241 - 142264. 
Qinlin Li, Dan Xing, M. A. Ilyas, Nazhatul Hafizah Kamarudin.  (2024).  Autonomous Balance Control Method Of Unmanned Aerial Vehicle With Manipulator Based On Artificial Intelligence Algorithm.  - Soft Computing.  13897 - 13907. 
Abdulrahman Abdullah Arishi, Nazhatul Hafizah Kamarudin, Khairul Azmi Abu Bakar, Zarina Binti Shukur, Mohammad Kamrul Hasan.  (2024).  Cybersecurity Awareness In Schools: A Systematic Review Of Practices, Challenges, And Target Audiences.  - International Journal Of Advanced Computer Science And Applications.  467 - 478. 
Nazhatul Hafizah Kamarudin, Nur Hanis Sabrina Suhaimi, Fadilla Atyka Nor Rashid, Mohd Nor Akmal Khalid, Fazlina Mohd Ali.  (2024).  Exploring Authentication Paradigms In The Internet Of Things: A Comprehensive Scoping Review.  - Symmetry.  1-32. 
Aini Suzana Ariffin, Nazhatul Hafizah Kamarudin, Mohd Rizon Mohamed Juhari, Emran Mohammed Jamil, Rozzeta Dolah, Mohd Nabil Muhtazaruddin.  (2023).  The Reliability, Safety, And Control Principle On Recognition Of Facial Expression Through Deep Learning To Support Responsible Ai Implementation Policy.  - Journal For Reattach Therapy And Developmental Diversities.  1387-1396. 

Prosiding Terindeks

Shaima Mohammed Gaashan, Nazhatul Hafizah Kamarudin, Siti Norul Huda Sheikh Abdullah, Sharifah Nurul Ashikin Syed Abdullah, Sarah Khadijah Taylor All Authors .  (2025).  Development Of Enhanced Video Manipulation Detection Using Hybrid Cnn-lstm Method For Object Forgery.  - International Conference On Advanced Computing Technologies (icoact).  1 - 6. 
Nazhatul Hafizah Kamarudin, M. A. Ilyas, Nor Saradatul Akmar Zulkifli, Hasimi Sallehudin.  (2024).  Multilevel Artificial Intelligence-based Authentication System With Anti-spoofing Technique.  - International Conference On Cyber Security, Privacy In Communication Networks (iccs).  453 - 471. 

Bab Dalam Buku

Fazlina Mohd Ali, Marizuana Mat Daud, Hasimi Sallehudin, Md. Saifullah Razali, Fadilla 'atyka Nor Rashid, And Nazhatul Hafizah Kamarudin.  (2025).  The Role Of Emerging Technology In Pandemic Predictions.  - 1 - 9. 
Nazhatul Hafizah Kamarudin, Marizuana Mat Daud, Nur Hanis Sabrina Suhaimi, Saidatul Izyanie Kamarudin, Fadilla ‘atyka Nor Rashid And Fazlina Mohd Ali.  (2025).  Interdisciplinary Perspectives On Future Pandemic Prediction.  - 11 - 24. 
Fadilla 'atyka Nor Rashid, Marizuana Mat Daud, Anbia Adam, Siaw-hong Liew, Fazlina Mohd Ali, Nazhatul Hafizah Kamarudin.  (2025).  Ai And Nanotechnology Integration And Future Pandemic Prediction.  - 53 - 68. 
Nazhatul Hafizah Kamarudin, Mohammad Arif Ilyas.  (2023).  Securing Digital Transformation In Healthcare Systems.  - 209-223. 

Penulisan Dalam Bahasa Melayu

Nazhatul Hafizah Kamarudin, Khairul Akram Zainol Ariffin, Syuhaidah Asbur.  (2024).  Bengkel Penulisan Jurnal Berimpak Pusat Cyber.  - Buletin Akses Ftsm 2024. 
Nazhatul Hafizah Kamarudin, Nur Hanis Sabrina Suhaimi, Fadilla Atyka Nor Rashid, Mohd Nor Akmal Khalid, Fazlina Mohd Ali.  (2024).  Meneroka Paradigma Pengesahan Dalam Internet Benda: Kajian Skop Komprehensif.  - Buletin Akses Ftsm 2024. 
Fazlina Mohd Ali, Mohd Nor Akmal Khalid, Nazhatul Hafizah Kamarudin, Abdul Hadi Abd Rahman, Syahanim Mohd Salleh, Khairul Akram Zainol Ariffin, Masri Ayob.  (2024).  Bengkel Pemerkasaan Penulisan 2024.  - Buletin Akses Ftsm 2024. 
Mohd. Nor Akmal Khalid, Nazhatul Hafizah Kamarudin, Fazlina Mohd Ali.  (2024).  Pemerkasaan Penulisan Akademik Siri 2.  - Buletin Akses Ftsm 2024 . 

Penerbitan Lain-lain

Nazhatul Hafizah Kamarudin, Khairul Akram Zainol Ariffin, Syuhaidah Asbur.  (2024).  Bengkel Penulisan Jurnal Berimpak Pusat Cyber.  - Buletin Akses Ftsm 2024. 
Nazhatul Hafizah Kamarudin, Nur Hanis Sabrina Suhaimi, Fadilla Atyka Nor Rashid, Mohd Nor Akmal Khalid, Fazlina Mohd Ali.  (2024).  Meneroka Paradigma Pengesahan Dalam Internet Benda: Kajian Skop Komprehensif.  - Buletin Akses Ftsm 2024. 
Fazlina Mohd Ali, Mohd Nor Akmal Khalid, Nazhatul Hafizah Kamarudin, Abdul Hadi Abd Rahman, Syahanim Mohd Salleh, Khairul Akram Zainol Ariffin, Masri Ayob.  (2024).  Bengkel Pemerkasaan Penulisan 2024.  - Buletin Akses Ftsm 2024. 
Mohd. Nor Akmal Khalid, Nazhatul Hafizah Kamarudin, Fazlina Mohd Ali.  (2024).  Pemerkasaan Penulisan Akademik Siri 2.  - Buletin Akses Ftsm 2024 . 
Fadilla Atyka Nor Rashid, Nazhatul Hafizah Kamarudin.  (2023).  Data Modelling With Entity Relationship Model.  - 1-23. 
Fadilla Atyka Nor Rashid, Nazhatul Hafizah Kamarudin.  (2023).  Digital Forensics.  - 1-27. 
Fadilla Atyka Nor Rashid, Nazhatul Hafizah Kamarudin.  (2023).  Exploitation Analysis.  - 1-52. 
Fadilla Atyka Nor Rashid, Nazhatul Hafizah Kamarudin.  (2023).  Incident Response.  - 1-40. 
Fadilla Atyka Nor Rashid, Nazhatul Hafizah Kamarudin.  (2023).  Basic Php.  - 1-58. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Natural Language Processing.  - 1-29. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Advanced Deep Learning And Computer Vision.  - 1-47. 
Fadilla Atyka Nor Rashid, Nazhatul Hafizah Kamarudin.  (2023).  Normalization.  - 1-60. 
Fadilla Atyka Nor Rashid, Nazhatul Hafizah Kamarudin.  (2023).  Introduction To Theory Of Computation.  - 1-50. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Ts. Dr. Fadilla Atyka Nor Rashid.  (2023).  Introduction To Artificial Intelligence Part Ii.  - 1-42. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Ts. Dr. Fadilla Atyka Nor Rashid.  (2023).  Introduction To Artificial Intelligence Part I.  - 1-38. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Ts. Dr. Fadilla Atyka Nor Rashid.  (2023).  Expert System In Artificial Intelligence Part Ii.  - 1-30. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Ts. Dr. Fadilla Atyka Nor Rashid.  (2023).  Expert System In Artificial Intelligence Part 1.  - 1-24. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Ts. Dr. Fadilla Atyka Nor Rashid.  (2023).  Artificial Neural Network (supervised Learning).  - 1-33. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Reinforcement Learning.  - 1-30. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Nlp: Automatic Speech Recognition.  - 1-34. 
Nazhatul Hafizah Kamarudin, Fazlina Mohd Ali.  (2023).  Lanskap Ir4.0 Part 2.  - 1-20. 
Nazhatul Hafizah Kamarudin, Fazlina Mohd Ali.  (2023).  Landskap Ir 4.0.  - 1-39. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Deep Learning With Tensorflow And Keras.  - 1-100. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Multilevel Artificial Intelligence-based Authentication System With Anti-spoofing Technique.  - 1-15. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Fuzzy Logic Part 2.  - 1-17. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Fuzzy Logic Part 1.  - 1-22. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Fuzzy Logic- Mamdani Sugeno Part 2.  - 1-24. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Fuzzy Logic- Mamdani Sugeno Part 1.  - 1-24. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Ts. Dr. Fazlina Mohd Ali.  (2023).  Kontraktor Celik Dan Cekap Digital.  - 1-39. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Ts. Dr. Fadilla Atyka Nor Rashid.  (2023).  Uncertainty In Rule-based Expert System.  - 1-23. 
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

Enhanced Identity-Based Authentication Framework using Formal Method to Overcome Replay Attacks in IoT Applications , Ketua Projek , 01-10-2023 sehingga 31-03-2026 , Universiti
KAJIAN DAN PEMBANGUNAN ENTERPRISE ARCHITECTURE (EA) BAGI PELAN STRATEGIK PENDIGITALAN KEMENTERIAN KESIHATAN MALAYSIA TAHUN 2026-2030 , Penyelidik Bersama , 01-07-2025 sehingga 30-06-2026 , Kebangsaan
Rangka Kerja Keselamatan Keamanan Terpercaya untuk Model Bahasa Besar (LLM) - WARISAN AI-BM \r Secure Trusted Peace Framework for Large Language Model - WARISAN AI-BM , Penyelidik Bersama , 01-07-2025 sehingga 31-12-2025 , Kebangsaan
IMaP-HLA: DEEPFAKE DETECTION USING OPTIMIZED MULTI-STAGE DEEPNET , Penyelidik Bersama , 02-05-2025 sehingga 01-11-2026 , Kebangsaan
Vulnerability Assessment and Penetration Test (VAPT) Guidelines and Automatic Security Compliance Scoring for SME Web Application , Penyelidik Bersama , 24-12-2024 sehingga 23-06-2026 , Kebangsaan
Kajian Kebolehlaksanaan Pelaksanaan Kriptografi Pasca-Kuantum Untuk Tandatangan Digital Di Malaysia , Penyelidik Bersama , 20-12-2024 sehingga 19-06-2026 , Antarabangsa
Integrasi Kecerdasan Buatan dan Dron dalam Pertanian Pintar (AGNOSTIC) , Penyelidik Bersama , 01-06-2024 sehingga 31-05-2026 , Universiti
The Metaverse Banking Revolution: Unveiling the Factors Driving Customer Adoption , Penyelidik Bersama , 25-04-2024 sehingga 25-03-2026 , Kebangsaan
Deepfake Detection using Optimized Multi-Stage DeepNet , Penyelidik Bersama , 05-02-2024 sehingga 01-11-2026 , Kebangsaan
KAJIAN ANALISA IMPAK BISNES DAN PELAN PEMULIHAN BENCANA (DRP) BAGI PELAKSANAAN PERLUASAN INFRASTRUKTUR PRIVATE CLOUD PEJABAT SUK SELANGOR (MYSUKSELCLOUD) , Penyelidik Bersama , 15-12-2023 sehingga 30-12-2025 , Kebangsaan

Tamat

DEVELOPMENT OF A SYSTEMATIC LITERATURE REVIEW (SLR) OF VIDEO AUTHENTICATION , Penyelidik Bersama , 01-01-2024 sehingga 31-12-2024 , Kebangsaan
PEMBANGUNAN PELAN PEMULIHAN BENCANA (DISASTER RECOVERY PLAN) BAGI PROJEK PENINGKATAN NATIONAL REGISTRIES PROJECT (MYGDX) MAMPU , Penyelidik Bersama , 14-06-2023 sehingga 30-04-2024 , Kebangsaan
Formulation of Governance and Ethics Framework to Institutionalise AI Principles for Malaysia National Roadmap and Strategies Implementation , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2024 , Kebangsaan
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah-anugerah Lain

Certificate of Award , 2023
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

CHOO KAE SHYUAN, Sarjana

Pelajar Doktor Falsafah

ALDUHAILAN, ABDULLAH IBRAHIM A, Doktor Falsafah
CYBERSECURITY AWARENESS FRAMEWORK FOR EDUCATIONAL INSTITUTIONS, ARISHI, ABDULRAHMAN ABDULLAH A, Doktor Falsafah
LI ZHEN, Doktor Falsafah
MOHAMMAD S. ABDULRAHMAN, Doktor Falsafah
AL FAHDI SAIF HAMED SAIF, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

Ts Dr Nazhatul Hafizah binti Kamarudin , 20-05-2023 sehingga 20-05-2023 , Kebangsaan
Dissemination Workshop on Enhancing and Strengthening Regional Open Science Implementation Mechanism , 18-05-2023 sehingga 19-05-2023 , Kebangsaan
Security in Internet of Things: Technology & Applications , 30-05-2023 sehingga 30-05-2023 , Antarabangsa
The Intersection of AI and Cybersecurity: Navigating the Opportunities and Risks , 28-05-2023 sehingga 28-05-2023 , Antarabangsa
The Intersection of AI and Cybersecurity: Navigating the Opportunities and Risks , 28-05-2023 sehingga 28-05-2023 , Antarabangsa
International Journal of Internet Security and Data Science , 07-07-2023 sehingga 06-07-2025 , Antarabangsa
Certificate of Award , 26-10-2023 sehingga 01-01-1970 , Kebangsaan
PENCERAMAH DAN FASILITATOR BAGI BENGKEL SEMAKAN LAPORAN BUSINESS IMPACT ANALYSIS (BIA) DAN PEMBANGUNAN DOKUMEN DISASTER RECOVERY PLAN (DRP) UNTUK MYSUKSELCLOUD , 09-05-2024 sehingga 11-05-2024 , Kebangsaan
PELANTIKAN SEBAGAI PAKAR KESAHAN INSTRUMEN SOAL SELIDIK KAJIAN DI , 02-01-2024 sehingga 02-01-2024 , Kebangsaan
Juri Pameran Defence, Security, and Sustainability (DSS) 2024 UPNM , 24-04-2024 sehingga 25-01-5652 , Kebangsaan
International Conference on Sustainable Information Engineering and Technology , 15-10-2024 sehingga 16-10-2024 , Antarabangsa
2024 9th International Conference on Sustainable Information Engineering and Technology (SIET) , 15-10-2024 sehingga 16-10-2024 , Antarabangsa

Khidmat Dalam

Buletin Akses , 01-03-2024 sehingga 28-02-2027 , Fakulti / Institut / Pusat Perkhidmatan
JAWATANKUASA ANTARABANGSA PRASISWAZAH (UKMSHAPE) , 01-08-2023 sehingga 31-07-2026 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Antarabangsa Prasiswazah (UKMShape) , 15-09-2023 sehingga 15-09-2026 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kem Komputeran FTSM 2023 , 18-12-2023 sehingga 21-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Penganjuran Hari Orientasi Pelajar Antarabangsa Khas Prasiswazah Semester 1 2024/2025 , 09-11-2024 sehingga 09-11-2024 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Penilai APEL C, FTSM , 01-07-2023 sehingga 30-06-2025 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Program Sarjana , 01-11-2023 sehingga 31-10-2026 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Unit Keusahawanan dan Kreativiti di bawah Penolong Dekan Keusahawanan & Kreativiti, FTSM , 01-09-2023 sehingga 31-12-2025 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Unit Keushawanan dan Kreativiti , 01-09-2023 sehingga 31-12-2025 , Fakulti / Institut / Pusat Perkhidmatan
Modul Kursus ODTX6334 Cyber Security in Strategic Studies and International Relations , 25-07-2023 sehingga 24-07-2028 , Universiti
PAMERAN P&I DAN SHOWCASE , 09-10-2024 sehingga 09-10-2024 , Fakulti / Institut / Pusat Perkhidmatan
Penasihat SIG ARVIS , 01-06-2023 sehingga 31-05-2026 , Fakulti / Institut / Pusat Perkhidmatan
Special Interest Group (SIG) FTSM , 01-06-2023 sehingga 31-05-2026 , Fakulti / Institut / Pusat Perkhidmatan