Untuk Kegunaan UKM sahaja

For UKM use only

Curriculum Vitae


MAKLUMAT ASAS

DR. KHAIRUL AKRAM BIN ZAINOL ARIFFIN

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

Khairul Akram earned his Bachelor`s and Master`s degrees with First Class Honours in System Engineering with Computer Engineering from the University of Warwick, the United Kingdom in 2008, and 2009 respectively. He later joined Universiti Teknologi PETRONAS (UTP) in 2010 to pursue his journey towards academic research and teaching courses to earn his Ph.D. in Information System. During his time in UTP, a number of journal articles and conference papers have been produced and published internationally. Then, he was appointed as Researcher in Digital Forensic Department, CyberSecurity Malaysia, and had been entrusted with the research on embedded systems and live forensic. Currently, he a member of Technology and Information Science Faculty of the National University of Malaysia to pursue his passion in research towards cybersecurity, digital forensics, algorithms, and embedded system. He is GCFA certified and member for both IEEE and IET.

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
DIGITAL FORENSIC , Doktor Falsafah , UNIVERSITI TEKNOLOGY PETRONAS , 2016
COMPUTER ENGINEERING , Sarjana , UNIV OF WARWICK, UK , 2009
KEPAKARAN / EXPERTISE
INFORMATION AND COMMUNICATION TECHNOLOGY - COMPUTER SCIENCE (Data Recovery & Digital Forensics)
INFORMATION AND COMMUNICATION TECHNOLOGY - INFORMATION SECURITY (Cybersecurity)
INFORMATION AND COMMUNICATION TECHNOLOGY - COMPUTER SCIENCE (cyber security investigation)
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Salah Eddin Sihwail, R., Said Solaiman, O., Akram Zainol Ariffin, K..  (2022).  New Robust Hybrid Jarratt-butterfly Optimization Algorithm For Nonlinear Models.  - Journal Of King Saud University - Computer And Information Sciences.  8207-8220. 
Nahla Nurelmadina, Mohammad Kamrul Hasan,imran Memon, Rashid A. Saeed,khairul Akram Zainol Ariffin,elmustafa Sayed Ali, Rania A. Mokhtar,shayla Islam,eklas Hossain And Md. Arif Hassan.  (2021).  A Systematic Review On Cognitive Radio In Low Power Wide Area Network For Industrial Iot Applications.  - Sustainability.  1-20. 
Muataz Salam Al-daweri, Salwani Abdullah, Khairul Akram Zainol Ariffin.  (2021).  A Homogeneous Ensemble Based Dynamic Artificial Neural Network For Solving The Intrusion Detection Problem.  - International Journal Of Critical Infrastructure Protection.  1-23. 
Muataz Salam Al-daweri, Salwani Abdullah, Khairul Akram Zainol Ariffin.  (2021).  An Adaptive Method And A New Dataset, Ukm-ids20, For The Network Intrusion Detection System.  - Computer Communications.  57-76. 
Rami Sihwail, Obadah Said Solaiman, Khairuddin Omar, Khairul Akram Zainol Ariffin, Mohammed Alswaitti; Ishak Hashim.  (2021).  A Hybrid Approach For Solving Systems Of Nonlinear Equations Using Harris Hawks Optimization And Newton's Method.  - Ieee Access.  1-17. 
Maziana Abd Majid, Khairul Akram Zainol Ariffin.  (2021).  Model For Successful Development And Implementation Of Cyber Security Operations Centre (soc).  - Plos One.  1-24. 
Rami Sihwail, Khairuddin Omar, Khairul Akram Zainol Ariffin.  (2021).  An Effective Memory Analysis For Malware Detection And Classification.  - Computers, Materials & Continua.  2301-2320. 
Khairul Akram Zainol Ariffin, Faris Hanif Ahmad.  (2021).  Indicators For Maturity And Readiness For Digital Forensic Investigation In Era Of Industrial Revolution 4.0.  - Computers & Security.  1-25. 
Rami Sihwail, Khairuddin Omar, Khairul Akram Zainol Ariffin, Mohammad Tubishat.  (2020).  Improved Harris Hawks Optimization Using Elite Opposition-based Learning And Novel Search Mechanism For Feature Selection.  - Ieee Access.  1127-1145. 
Muataz Salam Al Daweri, Salwani Abdullah Dan Khairul Akram Zainol Ariffin.  (2020).  A Migration-based Cuttlefish Algorithm With Short-term Memory For Optimization Problems.  - Ieee Access.  70270-70292. 
Muataz Salam Al-daweri, Khairul Akram Zainol Ariffin, Salwani Abdullah, Mohamad Firham Efendy Md Senan.  (2020).  An Analysis Of The Kdd99 And Unsw-nb15 Datasets For The Intrusion Detection System.  - Symmetry.  1-32. 
Amjad Mehmood, Akbar Khanan, Muhammad Muneer Umar, Salwani Abdullah, Khairul Akram Zainol Ariffin, Houbing Song.  (2018).  Secure Knowledge And Cluster-based Intrusion Detection Mechanism For Smart Wireless Sensor Networks.  - Ieee Access. 

Penerbitan WOS

Sarah K. Taylor, Steve Ho-yong Kim, Khairul Akram Zainol Ariffin, Siti Norul Huda Sheikh Abdullah.  (2022).  A Comprehensive Forensic Preservation Methodology For Crypto Wallets.  - Forensic Science International- Digital Investigation.  1-17. 
Imran Memon, Riaz Ahmed Shaikh, Mohammad Kamrul Hasan, Rosilah Hassan, Amin Ul Haq, Khairul Akram Zainol.  (2020).  Protect Mobile Travelers Information In Sensitive Region Based On Fuzzy Logic In Iot Technology.  - Security And Communication Networks.  1-12. 
Rami Sihwail, Khairuddin Omar, Khairul Akram Zainol Ariffin, Sanad Al Afghani.  (2019).  Malware Detection Approach Based On Artifacts In Memory Image And Dynamic Analysis.  - Applied Sciences Basel.  1-12. 
Siti Norul Huda Sheikh Abdullah,mohammed Hasan Abdulameer,nazri Ahmad Zamani,fasly Rahim, Khairul Akram Zainol Ariffin,zulaiha Othman,mohd Zakree Ahmad Nazri.  (2017).  2.5 D Facial Analysis Via Bio-inspired Active Appearance Model And Support Vector Machine For Forensic Application.  - International Journal Of Advanced Computer Science And Applications.  371-375. 

Penerbitan SCOPUS/ERA

Sarah K. Taylor, Steve Ho-yong Kim, Khairul Akram Zainol Ariffin, Siti Norul Huda Sheikh Abdullah.  (2022).  A Comprehensive Forensic Preservation Methodology For Crypto Wallets.  - Forensic Science International- Digital Investigation.  1-17. 
Salah Eddin Sihwail, R., Said Solaiman, O., Akram Zainol Ariffin, K..  (2022).  New Robust Hybrid Jarratt-butterfly Optimization Algorithm For Nonlinear Models.  - Journal Of King Saud University - Computer And Information Sciences.  8207-8220. 
Rami Sihwail, Obadah Said Solaiman, Khairuddin Omar, Khairul Akram Zainol Ariffin, Mohammed Alswaitti; Ishak Hashim.  (2021).  A Hybrid Approach For Solving Systems Of Nonlinear Equations Using Harris Hawks Optimization And Newton's Method.  - Ieee Access.  1-17. 
Rami Sihwail, Khairuddin Omar, Khairul Akram Zainol Ariffin.  (2021).  An Effective Memory Analysis For Malware Detection And Classification.  - Computers, Materials & Continua.  2301-2320. 
Muataz Salam Al-daweri, Salwani Abdullah, Khairul Akram Zainol Ariffin.  (2021).  A Homogeneous Ensemble Based Dynamic Artificial Neural Network For Solving The Intrusion Detection Problem.  - International Journal Of Critical Infrastructure Protection.  1-23. 
Muataz Salam Al-daweri, Salwani Abdullah, Khairul Akram Zainol Ariffin.  (2021).  An Adaptive Method And A New Dataset, Ukm-ids20, For The Network Intrusion Detection System.  - Computer Communications.  57-76. 
Nahla Nurelmadina, Mohammad Kamrul Hasan,imran Memon, Rashid A. Saeed,khairul Akram Zainol Ariffin,elmustafa Sayed Ali, Rania A. Mokhtar,shayla Islam,eklas Hossain And Md. Arif Hassan.  (2021).  A Systematic Review On Cognitive Radio In Low Power Wide Area Network For Industrial Iot Applications.  - Sustainability.  1-20. 
Khairul Akram Zainol Ariffin, Faris Hanif Ahmad.  (2021).  Indicators For Maturity And Readiness For Digital Forensic Investigation In Era Of Industrial Revolution 4.0.  - Computers & Security.  1-25. 
Maziana Abd Majid, Khairul Akram Zainol Ariffin.  (2021).  Model For Successful Development And Implementation Of Cyber Security Operations Centre (soc).  - Plos One.  1-24. 
Imran Memon, Riaz Ahmed Shaikh, Mohammad Kamrul Hasan, Rosilah Hassan, Amin Ul Haq, Khairul Akram Zainol.  (2020).  Protect Mobile Travelers Information In Sensitive Region Based On Fuzzy Logic In Iot Technology.  - Security And Communication Networks.  1-12. 
Muataz Salam Al-daweri, Khairul Akram Zainol Ariffin, Salwani Abdullah, Mohamad Firham Efendy Md Senan.  (2020).  An Analysis Of The Kdd99 And Unsw-nb15 Datasets For The Intrusion Detection System.  - Symmetry.  1-32. 
Shafaizal Shabudin, Nor Samsiah Sani, Khairul Akram Zainal Ariffin, Mohd Aliff.  (2020).  Feature Selection For Phishing Website Classification.  - International Journal Of Advanced Computer Science And Applications.  587-595. 
Muataz Salam Al Daweri, Salwani Abdullah Dan Khairul Akram Zainol Ariffin.  (2020).  A Migration-based Cuttlefish Algorithm With Short-term Memory For Optimization Problems.  - Ieee Access.  70270-70292. 
Rami Sihwail, Khairuddin Omar, Khairul Akram Zainol Ariffin, Mohammad Tubishat.  (2020).  Improved Harris Hawks Optimization Using Elite Opposition-based Learning And Novel Search Mechanism For Feature Selection.  - Ieee Access.  1127-1145. 
Rami Sihwail, Khairuddin Omar, Khairul Akram Zainol Ariffin, Sanad Al Afghani.  (2019).  Malware Detection Approach Based On Artifacts In Memory Image And Dynamic Analysis.  - Applied Sciences Basel.  1-12. 
Mudzfirah Abdul Halim Dan Azizi Abdullah Dan Khairul Akram Zainol Ariffin.  (2019).  Recurrent Neural Network For Malware Detection.  - International Journal Of Advances In Soft Computing And Its Application.  46-63. 
Noor Faridatul Ainun Zainal, Rosseni Din, Mohammad Faidzul Nasrudin, Salwani Abdullah, Abdul Hadi Abd Rahman, Siti Norul Huda Sheikh Abdullah, Khairul Akram Zainol Ariffin, Siti Murnirah Jaafar, Nazatul Aini Abd Majid.  (2018).  Robotic Prototype And Module Specification For Increasing The Interest Of Malaysian Students In Stem Education.  - International Journal Of Engineering And Technology (uae). 
Rami Sihwail, Khairuddin Omar, Khairul Akram Zainol Ariffin.  (2018).  A Survey On Malware Analysis Techniques: Static, Dynamic, Hybrid And Memory Analysis.  - International Journal On Advanced Science, Engineering And Information Technology. 
Amjad Mehmood, Akbar Khanan, Muhammad Muneer Umar, Salwani Abdullah, Khairul Akram Zainol Ariffin, Houbing Song.  (2018).  Secure Knowledge And Cluster-based Intrusion Detection Mechanism For Smart Wireless Sensor Networks.  - Ieee Access. 
Siti Zaharah A. Rahman, Siti Norul Huda Sheikh Abdullah, Khairul Akram Zainol Ariffin.  (2018).  Gait Recognition Based On Inverse Fast Fourier Transform Gaussian And Enhancement Histogram Oriented Of Gradient.  - International Journal On Advanced Science, Engineering And Information Technology. 
Khairul Akram Zainol Ariffin, Rozita Mohd Mokhtar, Abdul Hadi Abd Rahman.  (2018).  Performance Analysis On Leach Protocol In Wireless Sensor Network (wsn) Under Black Hole Attack.  - Advanced Science Letters. 
Abdul Hadi Abd Rahman, Khairul Akram Zainol Ariffin, Nor Samsiah Sani, Hairi Zamzuri.  (2017).  Pedestrian Detection Using Triple Laser Range Finders.  - International Journal Of Electrical And Computer Engineering. 
Khairul Akram Zainol Ariffin, Rozita Mohd Mokhtar & Abdul Hadi Abd Rahman.  (2011).  Performance Analysis On Leach Protocol In Wireless Sensor Network (wsn) Under Black Hole Attack.  - Advanced Science Letters. 

Prosiding Terindeks

Ahmad Mustafa Mohamad Al-aboosi;samar Kamil;siti Norul Huda Sheikh Abdullah;khairul Akram Zainol Ariffin.  (2021).  Lightweight Cryptography For Resource Constraint Devices: Challenges And Recommendation.  - 2021 3rd International Cyber Resilience Conference (crc).  44-49. 
Sarah K. Taylor, M. Sharizuan M. Omar, Nooraiman Noorashid, Aswami Ariffin, Khairul Akram Zainol Ariffin, S. N. Huda S. Abdullah.  (2021).  People, Process And Technology For Cryptocurrencies Forensics: A Malaysia Case Study.  - Second International Conference. Aces 2020, Penang, Malaysia, December 8-9, 2020.  297-312. 
Sarah K. Taylor;aswami Ariffin;khairul Akram Zainol Ariffin;siti Norul Huda Sheikh Abdullah.  (2021).  Cryptocurrencies Investigation: A Methodology For The Preservation Of Cryptowallets.  - 2021 3rd International Cyber Resilience Conference (crc).  125-129. 
Abbas Salimi Zaini;siti Norul Huda Sheikh Abdullah;khairul Akram Zainol Ariffin;meng Chun Lam;rusdi Abd Rashid;zainudin Muhamad.  (2021).  Health Monitoring Framework For Drug Addict Rehab In Cure & Care Service Centre Malaysia.  - 2021 International Conference On Electrical Engineering And Informatics (iceei).  1-6. 
Nur Hayati Ahmad, Ameerah Saeedatus Syaheerah Abdul Hamid, Nur Solehah Sorfina Shahidan, And Khairul Akram Zainol Ariffin.  (2020).  Emerging Technologies In Computing.  - Third International Conference On Emerging Technologies In Computing (icetic 20).  3-15. 
S.n.h.s. Abdullah, W.f. Fauzi, M.n. Sudin, N.n. Zahari, Z. A. Rahman, A.ismail, N. R. M. Suradi, A.s. Rambely, N. Sarnon, A. H. Shaari, S. Samrun, N. Arsad, M.h.m. Saad, M. Mohd, M. Ayob, K.v. Jyn, K. A. Z. Nazri, R. Yaakub, Ariffin,m.z.a.na.  (2018).  Assessment Of Self-identity Among Teens Towards Self-crime Prevention Program.  - Cyber Resilience Conference 2018. 
Alfian Alwi, Khairul Akram Zainol Ariffin.  (2018).  Information Security Risk Assessment For The Malaysian Aeronautical Information Management System.  - 2018 Cyber Resilience Conference (crc).  1-4. 

Buku Penyelidikan

Siti Norul Huda Sheikh Abdullah, Khairul Akram Zainol Arifin & Kok Ven Jyn.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 10. 
Abdul Hadi Abd Rahman, Shahnorbanun Sahran, Khairul Akram Zainol Ariffin, Salwani Abdullah, Mohammad Faidzul Nasrudin, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Lailatul Qadri Zakaria, Nazatul Aini Abd Majid & Sabrina Tiun Abdullah.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 7. 

Bab Dalam Buku

Siti Norul Huda Sheikh Abdullah, Khairul Akram Zainol Arifin & Kok Ven Jyn.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 10. 
Abdul Hadi Abd Rahman, Shahnorbanun Sahran, Khairul Akram Zainol Ariffin, Salwani Abdullah, Mohammad Faidzul Nasrudin, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Lailatul Qadri Zakaria, Nazatul Aini Abd Majid & Sabrina Tiun Abdullah.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 7. 

Penerbitan Lain-lain

Sarah Khadijah Taylor, Khairul Akram Zainol Ariffin, Siti Norul Huda Sheikh Abdullah.  (2022).  Policy Forensic Preservation Of Crypto Assets.  - 1-9. 
Khairul Akram Bin Zainol Ariffin;siti Norul Huda Bt. Sheikh Abdullah;salwani Binti Abdullah;khairul Azmi Bin Abu Bakar.  (2022).  Cloud Computing Tracking And Visualisation Based On Memory Object`s Data Structure To Support Digital Forensics Investigation.  -
Umi Asma` Binti Mokhtar;zawiyah Binti Mohammad Yusof;zarina Binti Shukur;ahmad Tarmizi Bin Abdul Ghani;khairul Akram Bin Zainol Ariffin.  (2022).  A Policy Framework For Records Management Based On Blockchain Technology.  -
Khairul Akram Bin Zainol Ariffin;khairuddin Bin Omar;siti Norul Huda Bt. Sheikh Abdullah;nor Samsiah Binti Sani.  (2022).  Malware Detection Model Based On Memory Forensics Analysis Using Factorization Machine Algorithm.  -
Masnizah Mohd, Wan Fariza Paizi@fauzi, Khairul Akram Zainol Ariffin.  (2021).  Kursus Open Source Intelligence For Social Media Di Cawangan Penguatkuasa Farmasi, Negeri Sembilan.  - Akses: Advancing Knowledge For Success.  24. 
Shahrina Binti Shahrani, Wan Fariza Paizi@fauzi, Khairul Akram Zainol Ariffin.  (2021).  Virtual Hackathon Challenge.  - Buletin Akses (advancing Knowledge For Success).  21. 
Siti Norul Huda Sheikh Abdullah, Umi Asma' Mokhtar, Wan Fariza Pauzi@fauzi, Noor Faridatul Ainun Zainal, Azura Ishak, Shahrina Shahrani, Masnizah Mohd, Zulaiha Ali Othman, Khairul Akram Zainol Arifin, Mohd Syazwan Baharuddin, Nazura Abdul Manap,.  (2021).  Sibernita - Wanita Malaysia Revolusi Industri (ir4.0) Bebas Jenayah Siber - Siri Pertama.  - Laporan Teknik Ftsm.  1-67. 
Ts Dr Abdul Hadi Bin Abd Rahman, Dr Khairul Akram Zainol Ariffin, Noor Faridatul Ainun Zainal, Ts Dr Nor Samsiah Sani, Ts Dr Afzan Adam.  (2021).  Stem@arvis: Cabaran Robot Kecerdasan Buatan (airc).  - 1-62. 
Khairul Akram Bin Zainol Ariffin;siti Norul Huda Bt. Sheikh Abdullah;salwani Binti Abdullah.  (2020).  Tracking Social Media And Cloud Applications Based On Network Packets In Computer Memory Image .  -
Nazatul Aini Binti Abd Majid;siti Norul Huda Bt. Sheikh Abdullah;salwani Binti Abdullah;rosseni Binti Din;hafiz Bin Mohd Sarim;mohammad Faidzul Bin Nasrudin;noor Faridatul Ainun Binti Zainal;khairul Akram Bin Zainol Ariffin;abdul Hadi Bin Abd Rahman.  (2020).  Robotic Programming Module Based On Kolb`s Model For Primary And Secondary Students In Strengthening Interest In Stem Education.  -
Wafa Mohd Kharudin, Sharifah Nurul Asyikin Syed Abdullah, Sarah Khadijah Taylor, Khairul Akram Zainol Ariffin, Siti Norul Huda Sheikh Abdullah, Nooreen Ashilla.  (2020).  Polisi Dan Prosedur Sanitasi Data Digital.  - 1-14. 
Nazatul Aini Abd Majid, Noor Faridatul Ainun Zainal, Mohammad Faidzul Nasrudin, Abdul Hadi Abd Rahman, Salwani Abdullah, Khairul Akram Zainol Ariffin, Siti Norul Huda Sheikh Abdullah & Rosseni Din.  (2020).  Kit Pembelajaran Robotik Untuk Mengalakkan Pembelajaran Aktif Di Sekolah Rendah, Menengah Dan Universiti: Akalbot.  - Knovasi 2020.  1-19. 
Khairul Akram Zainol Ariffin.  (2019).  Cyber Security, Soc, Information Security Strategy, Defense In Depth.  - 2019 Asean Workshop On Information Science And Technology.  27. 
Noor Faridatul Ainun Zainal, Nazatul Aini Abd Majid, Rosseni Din, Mohammad Faidzul Nasrudin, Salwani Abdullah, Abd Hadi Abd Rahman, Siti Norul Huda Sheikh Abdullah, Khairul Akram Zainol Ariffin, Siti Murnirah Jaafar.  (2019).  "permainan Galah Panjang" Integrasi Pengaturcaraan Visual Dan Robot Dalam Pembelajaran Pengaturcaraan.  - K-novasi Pengajaran & Pembelajaran Ukm 2019.  1. 
Nazatul Aini Abd Majid, Noor Faridatul Ainun Zainal, Rosseni Din, Mohammad Faidzul Nasrudin, Salwani Abdullah, Abd Hadi Abd Rahman, Siti Norul Huda Sheikh Abdullah, Khairul Akram Zainol Ariffin, Siti Murnirah Jaafar.  (2018).  Stem Robotic Game: Save Our Robot.  - K-novasi Pengajaran & Pembelajaran 2018. 
Saad Abdulhussein Abbas & Khairul Akram Zainol Ariffin.  (2018).  A Framework For Malware Detection Using Blacklist-based Method.  -
Khairul Akram Zainol Ariffin, Siti Norul Huda Sheikh Abdullah, Khairul Azmi Abu Bakar, Wan Fariza Paizi@fauzi, Nurhizam Safie Mohd Satar, Zulaiha Ali Othman, Suhaila Zainudin, Nur Samsiah & Shahrina Shahrani.  (2018).  Cybersecurity, Cyber Heroes.  -
Nor Nadia Abdullah Marzuki & Khairul Akram Zainol Ariffin.  (2018).  Pengesanan Paket Rangkaian Untuk Forensik Memori.  -
Nurelisha Shafwana Mohd Ghazali & Khairul Akram Zainol Ariffin.  (2018).  Digital Forensics, Management Systems.  -
Nur Amanina Haziqah Abdul Halim & Khairul Akram Zainol Ariffin.  (2018).  Tingkap Pintar Dan Responsif Untuk Rumah.  -
Noor Faridatul Ainun Zainal, Nazatul Aini Abd Majid, Rosseni Din, Mohammad Faidzul Nasrudin, Salwani Abdullah, Abd Hadi Abd Rahman, Siti Norul Huda Sheikh Abdullah, Khairul Akram Zainol Ariffin & Siti Murnirah Jaafar.  (2018).  Long Pole Game: The Integration Of Visual Programming And Robotics In Learning Programming.  - International University Carnival On E-learning (iucel 2018). 
Alfian Alwi & Khairul Akram Zainol Ariffin.  (2018).  Information Security Risk Assessment For The Malaysian Aeronautical Information Management System.  - Cyber Resilience Conference 2018. 
Mohammad Zaharuddin Ahmad Darus,wafa Mohd Kharudin, Najmi Syahiran Shaiful Azam, Sharifah Nurul Asyikin Syed Abdullah, Khairul Akram Zainol Ariffin.  (2018).  Csm Methodology And Analysis For Preserving Target Connection To Cloud Storage.  - 12. 
Nurul Izzati Iffag Nasir, Salwani Abdullah & Khairul Akram Zainol Ariffin.  (2017).  Network & System Development.  - Softam-atur-2017-6. 
Joanne Edward & Khairul Akram Zainol Ariffin.  (2017).  Aplikasi Mudah Alih Eventshare.  - System Development Softam-atur-2017-9. 
Khairul Akram Zainol Ariffin, Rozita Mohd Mokhtar & Abdul Hadi Abd Rhaman.  (2017).  Performance Analysis On Leach Protocol In Wireless Sensor Network (wsn) Under Black Hole Attack.  - International Conference On Computer And Network Applications. 
Nur Hadirah Haris & Khairul Akram.  (2017).  Sistem Pengurusan Pusat Tuisyen.  - System Development Softam-atur-2017-8. 
Khairul Akram Zainol Ariffin & Rozita Mohd. Mokhtar.  (2017).  Analisis Prestasi Protokol Leach Dalam Rangkaian Sensor Tanpa Wayar Dengan Serangan Dos.  -
Nor Shahira Ismail & Khairul Akram Zainol Ariffin.  (2017).  Digital Forensic, Management.  - Softam-atur-2017-7. 
Prof. Mayda Dr. Siti Norul Huda Sheikh Abdullah, Dr. Khairul Akram Zainol Ariffin, Mohammed Hasan Abdulameer, Nazri Ahmad Zamani Fasly Rahim & Prof. Madya Dr. Zulaiha Othman.  (2016).  Application Of Bio Inspired Active Appearance Model And Support Vector Machine On 2.5 D Facial Recognition In Forensic Analysis.  -
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

Cybersecurity learning and malware identification platform for Windows Operating System based on sandboxing, memory analysis and fuzzy hashing. , Ketua Projek , 01-10-2021 sehingga 31-12-2022 , Kebangsaan
A New Lightweight Authentication and Key Establishment Scheme for 6LoWPAN-based Wireless Sensor Networks , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2024 , Kebangsaan
An Adaptive Intrusion Detection System based Ensemble Classifier with Dynamic Neural Networks and Modified Cuttlefish. , Penyelidik Bersama , 01-08-2020 sehingga 31-01-2023 , Universiti
Secure Geo-spatial monitoring and preventive Apps in managing drug and polydrug activities in selected 178 hot spots , Penyelidik Bersama , 01-12-2019 sehingga 31-08-2023 , Kebangsaan
Convolution neural network enhancement based on adaptive convexity and regularization functions for fake video analytics , Penyelidik Bersama , 01-09-2019 sehingga 31-05-2023 , Kebangsaan

Tamat

Malware Detection Model based on Memory Forensics Analysis using Factorization Machine Algorithm , Ketua Projek , 01-10-2019 sehingga 31-03-2022 , Universiti
Cloud Computing Tracking and Visualisation based on Memory Object`s Data Structure to Support Digital Forensics Investigation , Ketua Projek , 01-01-2019 sehingga 30-09-2021 , Kebangsaan
Tracking Social Media and Cloud Applications based on Network Packets in Computer Memory Image , Ketua Projek , 16-10-2017 sehingga 15-07-2020 , Universiti
Model Bebas Jenayah Siber dalam Revolusi Industri 4.0 (IR 4.0) , Penyelidik Bersama , 01-05-2021 sehingga 30-04-2022 , Kebangsaan
Model Kesedaran Keselamatan Siber di Kalangan Pelajar Sekolah. , Penyelidik Bersama , 01-12-2020 sehingga 31-05-2022 , Universiti
Kesedaran Etika Siber di Kalangan Remaja , Penyelidik Bersama , 01-12-2020 sehingga 30-05-2022 , Universiti
A Policy Framework for Records Management Based on Blockchain Technology , Penyelidik Bersama , 01-10-2019 sehingga 31-03-2022 , Kebangsaan
Cyber Range Platform: Robust Cyber Threat Intelligence Handling For Internet Of Things (IOT) Devices , Penyelidik Bersama , 15-02-2019 sehingga 03-08-2022 , Kebangsaan
Program Asas Rekabentuk dan Pengaturcaraan Robot , Penyelidik Bersama , 01-11-2017 sehingga 31-10-2019 , Universiti
USING STEM DATA THROUGH SMART SELF-CRIME PREVENTION AT SCHOOLS FOR OPEN DATA READINESS TAJUK PROGRAM : Fusion Technologies For Stem Education In Schools To Enhance Open Data Readiness In An Innovative Digital Economy , Penyelidik Bersama , 01-09-2017 sehingga 31-08-2020 , Kebangsaan
Resilience and Regenerative Tropical Smart Building : Smart & Responsive Facade , Penyelidik Bersama , 01-09-2017 sehingga 31-08-2019 , Universiti
Robotic Programming Module based on Kolb`s model for Primary and Secondary Students in Strengthening Interest in STEM Education , Penyelidik Bersama , 15-08-2017 sehingga 14-02-2020 , Kebangsaan
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah UKM

Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2020
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

PEMBELAJARAN CORAK PERISIAN HASAD MENGGUNAKAN RANGKAIAN NEURAL PERLINGKARAN BERULANG, MUDZFIRAH BINTI ABDUL HALIM, Sarjana
UJJAL CHANDRA SARKER, Sarjana
MOHAMED FADZLEE SULAIMAN, Sarjana
MOHAMMAD ZAHARUDIN B. AHMAD DARUS, Sarjana

Pelajar Doktor Falsafah

MOHAMAD FIRHAM EFENDY BIN MD. SENAN, Doktor Falsafah
ABBAS SALIMI BIN ZAINI, Doktor Falsafah
A GENERALIZED FAKE FACE DETECTION SYSTEM USING ENHANCED DATA FARMING AUGMENTING METHODS BASED ON EDGE DETECTION, CONTENT AND TRACE FEATURES., ALSMADI SANAA MOHAMMAD HUSSEIN, Doktor Falsafah
WANG HAOLIANG, Doktor Falsafah
MOBILE MALWARE ANALYSIS AND INVESTIGATION MODEL, NOR REJALINAWATI BINTI KAMALUDIN, Doktor Falsafah
TRI APRIYANTO SUNDARA, Doktor Falsafah
ZHANG QINGYUE, Doktor Falsafah
PROSES MODEL FORENSIK MATAWANG KRIPTO (CFPM), SARAH KHADIJAH TAYLOR, Doktor Falsafah
Analitik Data Untuk Mengesan Serangan Keselamatan Awan, SIVAGURU A/L SUBARMANIYAN, Doktor Falsafah
AKBAR KHANAN, Doktor Falsafah
PENGOPTIMUMAN HARRIS HAWKS YANG DITINGKATKAN UNTUK PEMILIHAN CIRI DENGAN ANALISIS HIBRID DALAM PENGESANAN DAN KLASIFIKASI PERISIAN HASAD, RAMI SALAH EDDIN YOUSIF SIHWAIL, Doktor Falsafah
SISTEM PENGESANAN PENCEROBOHAN MUDAH SUAI BERDASARKAN PENGELAS ENSEMBEL DENGAN RANGKAIAN NEURAL DINAMIK DAN ALGORITMA SOTONG TERUBAHSUAI, MUATAZ SALAM KADHIM AL-DAWERI, Doktor Falsafah
USE OF MACHINE LEARNING ALGORITHMS TO BUILD A SMART INTRUSION DETECTION SYSTEM, ALI LAMJID, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

Bengkel Latihan 3D Printing untuk Aktiviti Pendidikan Pusat Sains Negara , 06-12-2016 sehingga 08-12-2016 , Kebangsaan
Journal of Electrical Engineering , 10-11-2016 sehingga 10-11-2016 , Antarabangsa
MESYUARAT GERAN LRGS di Universiti Pertahanan Nasional Malaysia (UPNM) , 20-12-2016 sehingga 01-01-1970 , Kebangsaan
Delegate , 01-12-2016 sehingga 02-12-2016 , Antarabangsa
Meet up with Dr. Ali - Collaboration Opportunity with University of Salford , 19-09-2016 sehingga 19-10-2016 , Antarabangsa
Journal of Electrical Engineering - Title (Vulnerability detection with Google and Shodan , 09-01-2017 sehingga 11-01-2017 , Antarabangsa
Asia-Pacific Journal of Information Technology and Multimedia , 01-06-2017 sehingga 06-06-2017 , Antarabangsa
nternational Conference Software Engineering & Computer Systems 2017. , 26-07-2017 sehingga 26-07-2017 , Antarabangsa
Application of Scattered Data Interpolation for Face Ageing and Face Recognition , 03-10-2017 sehingga 04-10-2017 , Kebangsaan
Pengadil Pertandingan Robot Tempur Malaysia 2017 , 12-10-2017 sehingga 15-10-2017 , Kebangsaan
Asia-Pacfic Journal of Information Technology and Multimedia , 24-09-2017 sehingga 29-09-2017 , Antarabangsa
Juri Pertandingan Robot Tempur Malaysia , 06-10-2017 sehingga 06-10-2017 , Kebangsaan
Promosi Program Siber di CSM ACE , 10-10-2017 sehingga 10-10-2017 , Kebangsaan
APJITM , 01-02-2018 sehingga 08-02-2018 , Antarabangsa
Appointment as Computer Hacking Forensic Investigator CHFI 2018 Trainer/ Facilitator , 14-05-2018 sehingga 18-05-2018 , Kebangsaan
Pengajar untuk Minggu Sains Negara 2018 di Pusat Sains 2018 , 04-04-2018 sehingga 04-04-2018 , Kebangsaan
8th International Conference on Intelligent Systems, Modelling and Simulation , 01-03-2018 sehingga 08-04-2018 , Antarabangsa
Undangan Sebagai Penceramah Bengkel Sentimen Analisis (Rapidminer) Pengenalan Praktikal kepada Perisian Data Terbuka , 11-04-2018 sehingga 11-04-2018 , Kebangsaan
Undangan Sebagai Penceramah Bengkel Sentimen Analisis (Rapidminer) Pengenalan Praktikal kepada Perisian Data Terbuka , 11-04-2018 sehingga 11-04-2018 , Kebangsaan
8th International Conference on Intelligent Systems, Modelling and Simulation , 01-03-2018 sehingga 08-04-2018 , Antarabangsa
Pertandingan Robot Tempur Malaysia 2018 , 01-10-2018 sehingga 04-10-2018 , Antarabangsa
Pertandingan Robot Tempur Malaysia 2018 , 01-10-2018 sehingga 04-10-2018 , Antarabangsa
PERSIDANGAN CYBER RESILIENCE CONFERENCE 2018 (CRC 2018) , 01-07-2018 sehingga 31-10-2018 , Antarabangsa
PERSIDANGAN CYBER RESILIENCE CONFERENCE 2018 (CRC 2018) , 01-07-2018 sehingga 31-10-2018 , Antarabangsa
Bengkel Taklimat & Latihan kepada Pelatih Modul Swa Pencegahan Jenayah Remaja , 12-09-2018 sehingga 13-09-2018 , Kebangsaan
Bengkel Taklimat & Latihan kepada Pelatih Modul Swa Pencegahan Jenayah Remaja , 12-09-2018 sehingga 13-09-2018 , Kebangsaan
Cyber Resilience Workshop 2018 , 01-11-2018 sehingga 01-11-2018 , Antarabangsa
GIAC Certified Forensic Analyst (GCFA) , 14-07-2014 sehingga 31-07-2026 , Antarabangsa
CyberSecurity Malaysia , 10-12-2019 sehingga 12-12-2019 , Kebangsaan
A systematic literature review on malware for securing web applications , 19-08-2019 sehingga 30-08-2019 , Antarabangsa
Blended Active Learning Framework Using BYODL, PPBL, and GL , 01-02-2020 sehingga 11-01-1704 , Kebangsaan
Standard Setting session for CDFFR (Paper 2) , 21-01-2020 sehingga 21-01-1704 , Antarabangsa
Standard Setting session for CDFFR (Paper 2) , 21-01-2020 sehingga 21-01-1704 , Antarabangsa
Framework for Evaluating Credibility of News Shared on Facebook , 06-05-2020 sehingga 13-05-2020 , Antarabangsa
SpiderTrap - an Innovative Approach to Analyze Activity of Internet Bots on a Website , 19-05-2020 sehingga 26-05-2020 , Antarabangsa
SpiderTrap - an Innovative Approach to Analyze Activity of Internet Bots on a Website (first revision) , 07-07-2020 sehingga 15-07-2020 , Antarabangsa
Kursus Open Source Intelligence ()SINT) untuk Media Sosial , 28-09-2020 sehingga 28-09-2020 , Negeri
Kursus Open Source Intelligence ()SINT) untuk Media Sosial , 28-09-2020 sehingga 28-09-2020 , Negeri
IoT vs IoT , 22-09-2020 sehingga 22-09-2020 , Negeri
Blockchain usage , 27-08-2020 sehingga 27-08-2020 , Kebangsaan
3 ASEAN Workshop on Information Science and Technology , 01-12-2020 sehingga 03-12-2020 , Antarabangsa
Evaluating countermeasures for verifying the integrity of Ethereum smart contract applications , 11-04-2021 sehingga 18-04-2021 , Antarabangsa
Evaluating countermeasures for verifying the integrity of Ethereum smart contract applications , 09-06-2021 sehingga 16-06-2021 , Antarabangsa
Evaluating countermeasures for verifying the integrity of Ethereum smart contract applications , 09-06-2021 sehingga 16-06-2021 , Antarabangsa
REVIEW OF DISTRIBUTED DENIAL OF SERVICE (DDoS) ATTACKS AND DEFENCE TECHNIQUES , 28-05-2021 sehingga 21-06-2021 , Antarabangsa
Scalable and Multifaceted Search and its Application for Binary Malware Files , 30-06-2021 sehingga 10-07-2021 , Antarabangsa
IEEE Computer Society (Technical Committee on Security and Privacy) , 03-05-2021 sehingga 30-12-2022 , Antarabangsa
IEEE Computer Society (Technical Community on Cyber Security) , 03-05-2021 sehingga 31-12-2025 , Antarabangsa
Anugerah Kertas Terbaik , 31-01-2021 sehingga 01-01-1970 , Antarabangsa
Certified Cyber Forensic (Practical Paper) Question Review Workshop , 20-09-2021 sehingga 20-09-2021 , Antarabangsa
Framework for Evaluating Credibility of News Shared on Facebook , 17-10-2021 sehingga 24-10-2021 , Antarabangsa
Cyber Forensics Colloquium 2021 , 23-11-2021 sehingga 23-11-2021 , Kebangsaan
The framework of Security Maturity Model Implementation for Indonesian Government Institution , 08-11-2021 sehingga 18-11-2021 , Antarabangsa
A Comprehensive Study on the Real-world Malware and its Distribution Network: Common Patterns and Implications , 09-12-2021 sehingga 16-12-2021 , Antarabangsa
PANEL PENCERAMAH WEBINAR SKKP3053 INDUSTRI KOMUNIKASI, DASAR DAN UNDANG-UNDANG , 11-01-2022 sehingga 11-01-2022 , Negeri
Penyelidikan bertajuk "The Influence of User Factors and Awareness of Phishing Email Towards Phishing Human Response , 24-01-2022 sehingga 27-01-2022 , Kebangsaan
A Comprehensive Analysis of Today's Malware and its Distribution Network Common Adversary Strategies and Implications , 02-02-2022 sehingga 04-01-1704 , Antarabangsa
A Comprehensive Analysis of Todays Malware and its Distribution Network Common Adversary Strategies and Implications , 10-03-2022 sehingga 17-03-2022 , Antarabangsa
FPGA implementation of a wireless communication system for secure IR Sensor data transmission using TRNG , 01-03-2022 sehingga 03-04-2022 , Antarabangsa
A Comprehensive Analysis of Today Malware and its Distribution Network Common Adversary Strategies and Implications , 12-04-2022 sehingga 19-04-2022 , Antarabangsa
A Comprehensive Analysis of Today Malware and its Distribution Network Common Adversary Strategies and Implications , 12-04-2022 sehingga 19-04-2022 , Antarabangsa
DIIWO-ShCNN: Optimal feature selection and Dragonfly Improved invasive weed optimization integrated Shepard CNN for intrusion detection and mitigation in cloud computing , 01-05-2022 sehingga 02-01-1704 , Antarabangsa
BENGKEL SEMAKAN MODUL CERTIFIED CRYPTOCURRENCY SEIZING OFFICER , 18-05-2022 sehingga 18-05-2022 , Antarabangsa
Comparison of Cloud Storage in Terms of Privacy and Personal Data - Study Case: Sync, pCloud, IceDrive and Egnyte , 11-07-2022 sehingga 23-07-2022 , Antarabangsa
Enhancing sine cosine algorithm based on social learning and elite opposition-based learning , 01-07-2022 sehingga 26-07-2022 , Antarabangsa
IGRF-RFE: AHybrid Feature Selection Method forMLP-based Network Intrusion Detectionon UNSW-NB15 Dataset , 19-07-2022 sehingga 02-08-2022 , Antarabangsa
Intelligent Anomaly Detection Model applying Novel Scientific iDRP Framework for Big Data Malware Analysis in IoT Ecosystem , 29-06-2022 sehingga 01-01-1970 , Antarabangsa
Webinar Asas Keselamatan Siber , 04-08-2022 sehingga 04-08-2022 , Kebangsaan
Smart Mobility Methods of Various Industries in Urban Smart Cities , 14-09-2022 sehingga 02-01-1704 , Antarabangsa
Smart Mobility Methods of Various Industries in Urban Smart Cities , 14-09-2022 sehingga 02-01-1704 , Antarabangsa
A Cyber-Security Framework for Boiler of Steam Power Plant using Simulation Data to Train Machine Learning Model , 14-09-2022 sehingga 02-01-1704 , Antarabangsa
Development of Arduino based Temperature Control System , 14-09-2022 sehingga 02-01-1704 , Antarabangsa
On The Data Privacy Practices Of Android OEMs , 19-09-2022 sehingga 25-09-2022 , Antarabangsa

Khidmat Dalam

Duta Pembelajaran Aktif , 10-09-2020 sehingga 09-09-2022 , Universiti
ICEEI 2017 , 25-11-2017 sehingga 27-11-2017 , Fakulti / Institut / Pusat Perkhidmatan
International Conference on Electrical Engineering and Informatics (ICEEI) 2017 , 25-11-2017 sehingga 27-11-2017 , Fakulti / Institut / Pusat Perkhidmatan
JAWATANKUASA CABARAN DIGITAL 2020 , 01-06-2020 sehingga 24-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
JAWATANKUASA “CLOSED INTERNATIONAL CYBERSECURITY COLLOQUIUM 2021” , 19-08-2021 sehingga 19-08-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Bitara Kumpulan iMINDA , 01-02-2022 sehingga 28-02-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kecemerlangan FTSM , 02-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Keselamatan dan Kesihatan Pekerjaan , 01-02-2020 sehingga 31-12-2022 , Universiti
Jawatankuasa Minggu Mesra Mahasiswa 2021 , 04-10-2021 sehingga 04-10-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Kedoktoran FTSM , 01-03-2018 sehingga 31-03-2020 , Universiti
Jawatankuasa Penyediaan Spesifikasi , 01-09-2021 sehingga 02-02-2022 , Universiti
Jawatankuasa Penyelaras Sebut Harga / Tender , 01-06-2020 sehingga 31-05-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Program Senior Eksekutif Hasil Selain Penaksiran - Modul Teknologi Maklumat (PSEHTM) FTSM dan LHDN , 01-01-2020 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
KIT Kelab Kakitangan FTSM , 01-02-2016 sehingga 31-01-2018 , Fakulti / Institut / Pusat Perkhidmatan
Karnival Latihan Industri dan Kerjaya (KLIK2017) , 24-02-2017 sehingga 24-02-2017 , Fakulti / Institut / Pusat Perkhidmatan
Ketua & Penasihat SIG , 01-02-2020 sehingga 31-01-2022 , Fakulti / Institut / Pusat Perkhidmatan
Lantikan Pegawai Insiden PTj , 01-02-2020 sehingga 31-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Lantikan Pegawai Insiden PTj 2021 , 01-01-2021 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
MINGGU JALINAN MESRA 2017 , 01-08-2017 sehingga 09-09-2017 , Fakulti / Institut / Pusat Perkhidmatan
MOU UKM Standart Chartered Global GBS , 16-10-2017 sehingga 16-10-2017 , Universiti
PEMBANGUN MODUL KURSUS SIJIL PROFESIONAL PERLINDUNGAN SIBER , 26-07-2021 sehingga 26-07-2021 , Fakulti / Institut / Pusat Perkhidmatan
PROGRAM 3M FTSM 2018 , 02-09-2018 sehingga 03-09-2018 , Fakulti / Institut / Pusat Perkhidmatan
PROGRAM RESEARCH DAY @ FTSM 2018 , 20-09-2018 sehingga 20-09-2018 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran Translasi UKM (TR-UKM) , 02-06-2022 sehingga 02-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Seminar Siswazah SOFTAM 1/2021 , 25-01-2021 sehingga 19-02-2021 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Penyelaras Industri dan Masyarakat Pusat Kajian Keselamatan Siber , 09-06-2020 sehingga 08-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Persidangan Kebingkasan Siber 2018 , 13-11-2018 sehingga 15-11-2018 , Fakulti / Institut / Pusat Perkhidmatan
Program Cyber Heroes Competition 2017 , 04-12-2017 sehingga 05-12-2017 , Fakulti / Institut / Pusat Perkhidmatan
Projek Tahun Akhir Prasiswazah , 01-01-2021 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
SEMAKAN PROGRAM SARJANA KESELAMATAN SIBER , 08-08-2019 sehingga 08-08-2019 , Fakulti / Institut / Pusat Perkhidmatan
SEMINAR ANTARABANGSA SIBER 2021 , 19-08-2021 sehingga 19-08-2021 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
SIG (Special Intertest Group) , 01-01-2020 sehingga 31-12-2022 , Fakulti / Institut / Pusat Perkhidmatan
Special Interest Group (SIG) FTSM , 01-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
TERAS 2 : PENAIKTARAFAN INFRASTRUKTUR RANGKAIAN, INTERNET DAN WIFI , 31-12-2020 sehingga 31-12-2025 , Universiti
TERAS 4 : PEMERKASAAN KESELAMATAN ICT UKM , 17-12-2020 sehingga 31-12-2025 , Universiti