pensyarah universiti
pusat kajian keselamatan siber (cyber)
Kluster Kepakaran/ Cluster of Expertise :
Teknologi Digital dan Terkehadapan,
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.
gaoyang guo, faizan qamar, khairull akram ariffin, tan siok yee, fatin filzahti binti ismail and rimaniza zainal abidin . (2026). the advancement of wi-fi 7 technology: standard and case study . - the 10th international conference on electrical engineering and informatics . 497 - 502.
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). prosedur operasi standard (sop) perkongsian data selangor. - . .
puviyarasi thirugnanasammandamoorthi, debabrata ghosh, ram kishan dewangan,nmohammad kamrul hasan, senior member, khairul akram zainol ariffin, huda saleh abbas, hashim elshafie, rashid a. saeed, ala eldin awouda. (2025). floodnet-lite: a lightweight deep learning for flood mapping using remote sensing data with optimized unet and edge deployment approach in 6g. - ieee journal of selected topics in applied earth observations and remote sensing. 20294 - 20314.
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). garis panduan perkongsian data selangor. - . .
haoliang wang, zarina shukur, khairul akram zainol ariffin, renhao xiao, lili wang. (2025). online exam cheating detection and blockchain trusted deposit based on yolov12. - scientific reports. 1 - 22.
isa ismail, khairul akram zainol ariffin. (2025). the admissibility of digital evidence from open-source forensic tools: development of a framework for legal acceptance. - plos one. 1 - 26.
puviyarasi thirugnanasammandamoorthi, debabrata ghosh, ram kishan dewangan,nmohammad kamrul hasan, senior member, khairul akram zainol ariffin, huda saleh abbas, hashim elshafie, rashid a. saeed, ala eldin awouda. (2025). floodnet-lite: a lightweight deep learning for flood mapping using remote sensing data with optimized unet and edge deployment approach in 6g. - ieee journal of selected topics in applied earth observations and remote sensing. 20294 - 20314.
haoliang wang, zarina shukur, khairul akram zainol ariffin, renhao xiao, lili wang. (2025). online exam cheating detection and blockchain trusted deposit based on yolov12. - scientific reports. 1 - 22.
zhang liwen, faizan qamar, mahrukh liaqat, mhd nour hindia, khairul akram zainol ariffin. (2024). towards efficient 6g iot networks: a perspective on resource optimization strategies, challenges, and future directions. - ieee access. 76606-76633.
faizan qamar, syed hussain ali kazmi, maraj uddin ahmed siddiqui, rosilah hassan and khairul akram zainol ariffin. (2024). federated learning for millimeter-wave spectrum in 6g networks: applications, challenges, way forward and open research issues. - peerj computer science. 1 - 40.
mohammad kamrul hasan, md. sarwar hosain, md. kawsar ahmed, shayla islam, arwa n. aledaily, safia yasmeen, khairul akram zainul ariffin. (2024). encrypted images in a v-blast assisted sc-fdma wireless communication system. - transactions on emerging telecommunications technologies. 1-16.
isa ismail, khairul akram zainol ariffin. (2024). review on open source tools for digital forensic investigation: capability, reliability, transparency and legal requirements. - ksii transaction on internet and information systems. 2692 - 2716.
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.
waleed kareem awad, khairul akram zainol ariffin , mohd zakree ahmad nazri and esam taha yassen. (2025). resource allocation strategies and task scheduling algorithms for cloud computing: a systematic literature review. - journal of intelligent systems. 1 - 37.
isa ismail, khairul akram zainol ariffin. (2025). the admissibility of digital evidence from open-source forensic tools: development of a framework for legal acceptance. - plos one. 1 - 26.
haoliang wang, zarina shukur, khairul akram zainol ariffin, renhao xiao, lili wang. (2025). online exam cheating detection and blockchain trusted deposit based on yolov12. - scientific reports. 1 - 22.
puviyarasi thirugnanasammandamoorthi, debabrata ghosh, ram kishan dewangan,nmohammad kamrul hasan, senior member, khairul akram zainol ariffin, huda saleh abbas, hashim elshafie, rashid a. saeed, ala eldin awouda. (2025). floodnet-lite: a lightweight deep learning for flood mapping using remote sensing data with optimized unet and edge deployment approach in 6g. - ieee journal of selected topics in applied earth observations and remote sensing. 20294 - 20314.
isa ismail, khairul akram zainol ariffin. (2024). review on open source tools for digital forensic investigation: capability, reliability, transparency and legal requirements. - ksii transaction on internet and information systems. 2692 - 2716.
ruan haoda, siti norul huda sheikh abdullah, qi jiale, tajul azhar mohd tajul ariffin, khairul akram zainol ariffin. (2025). towards transparent intrusion detection: the role of explainable ai. - 2025 3rd international conference on cyber resilience (iccr). 1 - 8.
mohd adil mokti, khairul azmi abu bakar, khairul akram zainol ariffin, amily fikri. (2025). mapping the research landscape of ddos detection in software-defined networks: a bibliometric analysis. - 2025 3rd international conference on cyber resilience (iccr). 1 - 10.
ali lamjid, khairul akram zainol ariffin, mohd juzaiddin ab aziz, nor samsiah sani. (2023). determine the optimal hidden layers and neurons in the generative adversarial networks topology for the intrusion detection systems. - 2022 international conference on cyber resilience (iccr). 1-7.
muhammad haziq mohd zainudin, khairul akram zainol ariffin, dahlia asyiqin ahmad zainaddin, ahmad tarmizi abdul ghani, siti norul huda sheikh abdullah. (2022). cloud-based data extraction from mobile devices: a preliminary analysis. - international conference on cyber resilience (iccr). 1-5.
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.
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). cabaran perdana robot berautonomi berpandukan data: robot didik pacuan data untuk pendidikan stem. - . 161-168.
siti norul huda sheikh abdullah, khairul akram zainol arifin & kok ven jyn. (2017). forensik digital. - . 104-115.
shahrina shahrani, khairul akram zainol ariffin. (2025). cryptoshield: keselamatan rantaian blok. - advancing knowledge for success (akses). .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). prosedur operasi standard (sop) perkongsian data selangor. - . .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). garis panduan perkongsian data selangor. - . .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma mokhtar, salwani abdullah, amelia natasya abd, shafiza mohd shariff, madihah mohd saudi, monaliza sahri, azril hanafi abdullah sharwani, noridayu adnan, nelson budin. (2024). dasar perkongsian data selangor 2023. - . 39.
nazhatul hafizah kamarudin, khairul akram zainol ariffin, syuhaidah asbur. (2024). bengkel penulisan jurnal berimpak pusat cyber. - buletin akses ftsm 2024. .
shahrina shahrani, khairul akram zainol ariffin. (2025). cryptoshield: keselamatan rantaian blok. - advancing knowledge for success (akses). .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). prosedur operasi standard (sop) perkongsian data selangor. - . .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma` mokhtar, salwani abdullah, amelia natasya abdul wahab. (2025). garis panduan perkongsian data selangor. - . .
siti norul huda sheikh abdullah, khairul akram zainol ariffin, umi asma mokhtar, salwani abdullah, amelia natasya abd, shafiza mohd shariff, madihah mohd saudi, monaliza sahri, azril hanafi abdullah sharwani, noridayu adnan, nelson budin. (2024). dasar perkongsian data selangor 2023. - . 39.
nazhatul hafizah kamarudin, khairul akram zainol ariffin, syuhaidah asbur. (2024). bengkel penulisan jurnal berimpak pusat cyber. - buletin akses ftsm 2024. .
| Geran / Grant | Kolaborator / Collaborator | Status |
|---|---|---|
| A NOVEL CRYPTOGRAPHIC FOG-SERVER EMPOWERED DEEP-FEDERATED ADVANCED METERING MODEL FOR OPTIMIZING DATA SECURITY IN SMART GRIDS | innovation information ltd | 56.9% (2025-07-30 sehingga 2026-07-29) |
| FUZZY HASHING BASED ON INDICATOR OF COMPROMISES (IOCS) FROM VOLATILE MEMORY FOR MALWARE DETECTION PROBLEMS | cybersecurity malaysia | 79.9% (2023-10-01 sehingga 2026-09-30) |
| LIGHTWEIGHT TRANSFORMER–EXTENDED BAYESIAN MODEL FOR EFFICIENT MALICIOUS URL DETECTION IN HIGH-PERFORMANCE NETWORKS | cybersecurity malaysia | 11.4% (2025-12-01 sehingga 2027-11-30) |
| CYBER THREAT INTELLIGENCE FRAMEWORK WITH FEDERATED LEARNING FOR INTERNET OF MEDICAL THINGS IN SOFTWARE DEFINED NETWORKING | iot sata sdn bhd | 65.6% (2024-11-01 sehingga 2026-10-31) |
| ENHANCING DNN ROBUSTNESS WITH GENERALIZED ADVERSARIAL TRAINING AGAINST COMPOSITE SEMANTIC PERTURBATIONS | cybersecurity malaysia | 65.6% (2024-11-01 sehingga 2026-10-31) |
COMPUTER SCIENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
Data Recovery & Digital Forensics
Pengalaman / Experience : 10 tahun/years(s)
INFORMATION SECURITY :INFORMATION AND COMMUNICATION TECHNOLOGY
Cybersecurity
Pengalaman / Experience : 10 tahun/years(s)
COMPUTER SCIENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
cyber security investigation
Pengalaman / Experience : 10 tahun/years(s)
CYBER SECURITY :INFORMATION AND COMMUNICATION TECHNOLOGY
Malware analytic
Pengalaman / Experience : 14 tahun/years(s)