pensyarah universiti
pusat kajian keselamatan siber (cyber)
snhsabdullah@ukm.edu.my
Kluster Kepakaran/ Cluster of Expertise :
Teknologi Digital dan Terkehadapan,
Biografi/ Biography :
As a Professor and former Deputy Dean of the Faculty of Information Science and Technology at Universiti Kebangsaan Malaysia (UKM), as well as the former Chairperson of the Research Center for Cyber Security, I have always envisioned transforming our faculty’s research into practical, community-friendly solutions. My goal is to ensure that these innovations benefit society by promoting a secure cyberspace, driving socio-economic growth, and enhancing service productivity. My journey began with a computing degree from the University of Manchester Institute of Science and Technology, where I learned the importance of embracing digital technologies inspired by Alan Turing’s pioneering work. This foundation, combined with my exploration of Artificial Intelligence, Data Mining, and Image Processing during my Master’s and PhD studies at UKM and Universiti Teknologi Malaysia, fueled my passion to enrich digital products and skills for the community—creating opportunities for prosperity and societal well-being. Beyond research, I am committed to producing quality graduates through teaching, mentoring, and publishing. To date, I have authored more than 100 refereed publications, including journals, conference proceedings, and books. After completing my studies in the UK, I received offers from three leading Malaysian universities and chose UKM for its strong integration of faith and knowledge, and its emphasis on blending theory with practice to advance education and societal development. Throughout my career, I have actively contributed to national and international initiatives, serving as Chairperson of Security Academia Malaysia (CSAM) and collaborating with organizations such as FIRA, Asian Foundation, IMWU, DFRS, MIAMI, MACE, and IDB Alumni. My research focuses on Pattern Recognition, Artificial Intelligence and Cyber Security. I have published six books—Pattern Recognition, Computational Intelligence in Data Science Applications, Smart Prediction of Suspect’s Serial Crime Location, Optical Script Reader:
Sebagai Profesor dan bekas Timbalan Dekan Fakulti Teknologi dan Sains Maklumat di Universiti Kebangsaan Malaysia (UKM), serta bekas Pengerusi Pusat Penyelidikan Keselamatan Siber, saya sentiasa beriltizam untuk menterjemahkan hasil penyelidikan fakulti kepada penyelesaian praktikal yang mesra komuniti. Matlamat saya adalah untuk memastikan inovasi ini memberi manfaat kepada masyarakat melalui usaha memperkukuh keselamatan siber, merangsang pertumbuhan sosioekonomi dan meningkatkan produktiviti perkhidmatan. Perjalanan akademik saya bermula dengan ijazah dalam bidang Pengkomputeran dari University of Manchester Institute of Science and Technology, di mana saya mempelajari kepentingan mengadaptasi teknologi digital yang diinspirasikan oleh hasil perintis Alan Turing. Asas ini, digabungkan dengan pengajian saya dalam bidang Kecerdasan Buatan, Perlombongan Data dan Pemprosesan Imej pada peringkat Sarjana dan Doktor Falsafah di UKM serta Universiti Teknologi Malaysia, telah menyemarakkan minat saya untuk memperkaya produk dan kemahiran digital dalam kalangan masyarakat, sekali gus mewujudkan peluang ke arah kesejahteraan dan kemakmuran sosial. Selain daripada aktiviti penyelidikan, saya komited dalam melahirkan graduan berkualiti melalui pengajaran, bimbingan dan penerbitan ilmiah. Sehingga kini, saya telah menghasilkan lebih daripada 100 penerbitan berwasit termasuk artikel jurnal, prosiding persidangan dan buku. Selepas menamatkan pengajian di United Kingdom, saya menerima tawaran daripada tiga universiti terkemuka di Malaysia dan memilih UKM kerana pendekatannya yang menitikberatkan integrasi ilmu dan keimanan serta penekanan terhadap penggabungan teori dan amali dalam usaha memartabatkan pendidikan dan pembangunan masyarakat. Sepanjang kerjaya saya, saya turut aktif menyumbang di peringkat kebangsaan dan antarabangsa dengan berkhidmat sebagai Pengerusi Security Academia Malaysia (CSAM) serta menjalin kerjasama dengan pelbagai organisasi seperti FIRA, Asian Foundation, IMWU, DFRS, MIAMI, MACE dan Alumni Bank Pe
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.
anahita ghazvini, siti norul huda sheikh abdullah, masri ayob. (2025). effect of continuous s-shaped rectified linear function on deep convolutional neural network. - applied intelligence. 1 - 24.
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. - . .
khulood mohammed ali abdullah, siti norul huda sheikh abdullah, kok ven jyn. (2025). a survey of deep learning approaches for drowsiness detection with privacy and security considerations. - 2025 3rd international conference on cyber resilience (iccr). 1 - 8.
tajul azhar mohd tajul ariffin, siti norul huda sheikh abdullah, fariza fauzi, zamri murah & mohammad kamrul hasan. (2025). review on honeynet analysis: can lstm and shot learning drive intelligent cyber threat modelling and automation?. - cluster computing. 1 - 32.
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.
ayat abd-muti alrawahneh 1, siti norul huda sheikh abdullah 2,tarik abuain 3, sharifah nurul asyikin syed abdullah4 , sarah khadijah taylor 5, nur hanis sabrina suhaimi 6. (2025). decision-aid framework for face authentication detection using resnext50 and bilstm to enhance media integrity. - ieee access. 89858 - 89873.
s phani praveen, mohammad kamrul hasan, siti norul huda sheikh abdullah, uddagiri sirisha, ns koti mani kumar tirumanadham, shayla islam, fatima rayan awad ahmed, thowiba e ahmed, ayman afrin noboni, gabriel avelino sampedro, chan yeob yeun, taher m ghazal. (2024). enhanced feature selection and ensemble learning for cardiovascular disease prediction: hybrid gol2-2 t and adaptive boosted decision fusion with babysitting refinement. - frontiers in medicine. 1 - 18.
nouf abdulaziz alzahari, siti norul huda sheikh abdullah, noridayu adnan, khairul akram zainol ariffin, muaadh mukred, ibrahim mohamed, suzaily wahab. (2024). geographic information systems adoption model: a partial least square-structural equation modeling analysis approach. - heliyon. 1 - 27.
ali q saeed, siti norul huda sheikh abdullah, jemaima che-hamzah, and ahmad tarmizi abdul ghani. (2024). fine vessel segmentation with refinement gate in deep learning architectures. - malaysian journal of computer science. 205 - 224.
bahera h. nayef siti norul huda sheikh abdullah, rossilawati sulaiman, zaid abdi al kareem alyasseri. (2022). variants of neural networks: a review. - malaysian journal of computer science. 158-178.
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.
afzan adam, raja zahratul azma raja sabudin, siti norul huda sheikh abdullah, fazrul hisham musa, liew soo jin, thong wing yin, goh jee yuan, nur amirah athirah shariffuddin, chung yen wann. (2021). intelligent classification of blood cells with machine vision. - malaysian journal of pathology. 169.
afzan adam, shahnorbanun sahran, siti nurul huda sheikh abdullah, goh jee yuan, suria hayati md pauzi, nordashima abd shukor. (2021). the user interface evaluation of integrated cancer diagnosing system. - malaysian journal of pathology. 137.
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.
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.
anahita ghazvini, siti norul huda sheikh abdullah, masri ayob. (2025). effect of continuous s-shaped rectified linear function on deep convolutional neural network. - applied intelligence. 1 - 24.
bahera h. nayef , siti norul huda sheikh abdullah , manal mohammed. (2025). deep learning function implications for handwritten character recognition using improved mean square error function. - baghdad science journal. 1016 - 1033.
tajul azhar mohd tajul ariffin, siti norul huda sheikh abdullah, fariza fauzi, zamri murah & mohammad kamrul hasan. (2025). review on honeynet analysis: can lstm and shot learning drive intelligent cyber threat modelling and automation?. - cluster computing. 1 - 32.
abdul khaliq, jahariah sampe, noorfazila kamal, huda abdullah, noor hidayah mohd yunus, muhammad abuzar baqir. (2025). design of compact, low-power dynamic digital frequency dividers for adpll in frequency control biomedical monitoring applications. - 2025 ieee international conference on automatic control and intelligent systems (i2cacis). 117 - 121.
li zhicai; siti norul huda sheikh abdullah; qi jiale; ahmad tarmizi abdul ghani. (2025). east: edge-aware self-supervised transformer for privacy-compliant video analysis. - 2025 3rd international conference on cyber resilience (iccr). 1 - 8.
qingqing zou, nur hanis sabrina suhaimi, and nazhatul hafizah kamarudin. (2025). an ensemble framework for video authentication using file signatures, metadata analysis, and deep learning-based quantization. - 2025 3rd international conference on cyber resilience (iccr). 1 - 7.
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.
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.
taher m. ghazal, mohammad kamrul hasan, siti norul huda sheikh abdullah, khairul azmi abu bakar, nasser taleb, nidal a. al-dmour, eiad yafi, ritu chauhan, haitham m. alzoubi, and muhammad alshurideh. (2023). an integrated cloud and blockchain enabled platforms for biomedical research. - studies in computational intelligence. 2037-2053.
farshid pirahansiah, shahnorbanun sahran, and siti norul huda sheikh abdullah. (2022). camera calibration and video stabilization framework for robot localization. - studies in systems, decision and cont. 267-285.
shahnorbanun sahran, ashwaq qasem, khairuddin omar, dheeb albashih, afzan adam, siti norul huda sheikh abdullah, azizi abdullah, rizuana iqbal hussain, fuad ismail, norlia abdullah, suria hayati md pauzi, nurdashima abd shukor. (2018). machine learning methods for breast cancer diagnostic. - . 57-76.
siti norul huda sheikh abdullah, khairul akram zainol arifin & kok ven jyn. (2017). forensik digital. - . 104-115.
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 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.
siti norul huda sheikh abdullah, masri ayob, mohd syazwan baharuddin. (2023). laporan sitasi ftsm sehingga 2022 (unit p&i). - lp-ftsm-2023-001. 1-15.
azianura hani binti shaari;nor fariza binti mohd nor;er ah choy;siti norul huda bt. sheikh abdullah;noorazean binti mohd ali;norhana binti arsad;nazatul aini binti abd majid. (2023). pembangunan modul pembelajaran industri sawit berbentuk transmedia storytelling serta aplikasi dalam talian celiksawit:satu pendedahan awal tentang industri perkebunan kelapa sawit malaysia terhadap remaja dan kanak-kanak melalui kaedah pembelajaran atas. - . .
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. - . .
rose mary maniraj , siti norul huda sheikh abdullah , zhou dengrui , aishah hani azil , mohd amierul fikri mahmud , emelia osman . (2025). advancing lymphatic filariasis diagnosis: automated detection and quantification of microfilariae in blood smears using yolov10. - simposium parasitologi & perubatan tropika 2025. .
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.
siti norul huda sheikh abdullah, wan fariza wan fauzi, noridayu adnan, noor faridatul ainun zainal, siti solehah abdul hamid, nor chahaya binte subari, rosmida omar, azah anir norman, atikah kadri, siti baizura mohd yusof, raja jamilah raja yusof, sarah khadijah taylor. (2024). apec project completion report. - . .
| 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) |
| DEEPFAKE DETECTION USING OPTIMIZED MULTI-STAGE DEEPNET | hla integrated | 54% (2025-05-02 sehingga 2026-11-01) |
| DEEPFAKE DETECTION USING OPTIMIZED MULTI-STAGE DEEPNET | cybersecurity malaysia (specialist agency under the purview of the ministry of digital) | 54% (2025-05-02 sehingga 2026-11-01) |
| IMAP-HLA: DEEPFAKE DETECTION USING OPTIMIZED MULTI-STAGE DEEPNET | hla integrated sdn bhd | 54% (2025-05-02 sehingga 2026-11-01) |
COMPUTER VISION :ARTIFICIAL INTELLIGENCE
Image Processing
Pengalaman / Experience : 17 tahun/years(s)
EXPERT SYSTEM :ARTIFICIAL INTELLIGENCE
Real time System
Pengalaman / Experience : 23 tahun/years(s)
CYBER SECURITY :INFORMATION AND COMMUNICATION TECHNOLOGY
Digital Forensics
Pengalaman / Experience : 13 tahun/years(s)