CURRICULUM VITAE

AREAS OF EXPERTISE

DATA SECURITY DATA AND DIGITAL SECURITY AND PRIVACY
Applied Science And Technology, Information And Communication Technology (ict), Digital And Cyber Security
DATA SCIENCES IN PREDICTIVE MODELLING
Applied Science And Technology, Information And Communication Technology (ict), Data And Information Management And Analytics

Programme Coordinator
06 Mar 2026 - 05 Mar 2028 (Department)
Committee Members
09 May 2026 - 30 Jun 2027 (Department of Information System, Faculty of Computer Science and Information Technology)

WoS

Altarturi, Hamza H. M.; Saadoon, Muntadher; Khalid, Haqi; Amalina, Fairuz; Anuar, Nor Badrul (2026). Advanced machine learning for subject-oriented inappropriate content classification: A topic modeling approach, EGYPTIAN INFORMATICS JOURNAL. 33. doi:10.1016/j.eij.2025.100882
Amalina, Fairuz; Zaki, Faiz; Altarturi, Hamza H. M.; Hanif, Hazim; Anuar, Nor Badrul (2025). MOTEC: The Malay Offensive Text Classification using Extra Tree and Language Standardization, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 38(1), 81-98
Yahaya, Che Akmal Che; Firdaus, Ahmad; Zabidi, Azlee; Razak, Mohd Faizal Ab; Narudin, Fairuz Amalina (2025). Wordcloud: Detecting mobile malware with deep learning and word of cloud, EGYPTIAN INFORMATICS JOURNAL. 32. doi:10.1016/j.eij.2025.100834
Amalina, F., Hashem, I. A. T., Azizul, Z. H., Fong, A. T., Firdaus, A., Imran, M., & Anuar, N. B. (2020). Blending Big Data Analytics: Review on Challenges and a Recent Study. IEEE Access, 8, 3629-3645. doi: 10.1109/access.2019.2923270
Narudin, Fairuz Amalina; Feizollah, Ali; Anuar, Nor Badrul; Gani, Abdullah (2016). Evaluation of machine learning classifiers for mobile malware detection, SOFT COMPUTING. 20(1), 343-357. doi:10.1007/s00500-014-1511-6

Scopus

Feizollah A., Anuar N.B., Salleh R., Amalina F., Ma'arof R.R., Shamshirband S. (2013). A study of machine learning classifiers for anomaly-based mobile botnet detection, Malaysian Journal of Computer Science. 26(4), 251-265

WoS

Feizollah, Ali; Anuar, Nor Badrul; Salleh, Rosli; Amalina, Fairuz (2015). Comparative Evaluation of Ensemble Learning and Supervised Learning in Android Malwares Using Network-Based Analysis, ADVANCED COMPUTER AND COMMUNICATION ENGINEERING TECHNOLOGY. 315. doi:10.1007/978-3-319-07674-4_95
Feizollah, Ali; Anuar, Nor Badrul; Salleh, Rosli; Amalina, Fairuz (2014). Comparative Study of K-means and Mini Batch K-means Clustering Algorithms in Android Malware Detection Using Network Traffic Analysis, 2014 INTERNATIONAL SYMPOSIUM ON BIOMETRICS AND SECURITY TECHNOLOGIES (ISBAST). , 193-197

Scopus

Feizollah A., Anuar N.B., Salleh R., Amalina F. (2015). Comparative evaluation of ensemble learning and supervised learning in android malwares using network-based analysis, Lecture Notes in Electrical Engineering. 315, 1025-1035. doi:10.1007/978-3-319-07674-4_95
Feizollah A., Anuar N.B., Salleh R., Amalina F. (2015). Comparative study of k-means and mini batch k-means clustering algorithms in android malware detection using network traffic analysis, Proceedings 2014 International Symposium on Biometrics and Security Technologies Isbast 2014. , 193-197. doi:10.1109/ISBAST.2014.7013120