Books

• Amanul Islam, Information Technology in Financial Services, Chatrabondu Publications, Dhaka, Bangladesh, 2012, pp. 378.
• Amanul Islam, E-Banking, Chatrabondu Publications, Dhaka, Bangladesh, 2013, pp. 416.
• Amanul Islam, Information and Communication Technology in Financial Institutions (ICTFI), Chatrabondu Publications, Dhaka, Bangladesh, 2023, pp. 416.

Peer-reviewed Journal Articles

• Por, L. Y., Ku, C. S., Islam A., & Ang, T. F. (2017). Graphical password: prevent shoulder-surfing attacks using digraph substitution rules. Frontiers of Computer Science, 11, 1098-1108.
• Alsulaimani, B., & Islam, A. (2022). Impact of 4ir technology and its impact on the current deployment. International Journal of Computer Science and Information Technology (IJCSIT), 14(4), 53–67.
• Islam, A., Othman, F., Sakib, N., & Babu, H. M. H. (2022). Prevention of Shoulder-Surfing Attack Using Shifting Condition with the Digraph Substitution Rules. Artificial Intelligence and Applications, 1(1), 58-68.
• Islam, A., Md Mamunur Rashid, Fazidah Othman, Mohammed Golam Kaosar, and Lamia Islam. "Identifying personality traits associated with phishing susceptibility." Security Journal 38 (2025): 18.
• Islam, A., Mohd Noor, N.F. & Abdul Rahman, S. Systematic mapping study of tools to identify emotions and personality traits. Discov Artif Intell 5, 58 (2025).
• Islam, A., Sakib, N., Zhang, K., Wuthier, S., & Chang, S.-Y. (2025). Anonymous Networking Detection in Cryptocurrency Using Network Fingerprinting and Machine Learning. Electronics, 14(11), 2101.
• KR Katti, KK Katti, Islam A (2025). Exploring the Applications of Neural Turing Machines in Natural Language Processing: A Study on Efficient Text Generation and Summarization. Neural Computing and Applications, Springer Nature. (Under Review)
• KR Katti, KK Katti, Islam A (2025). A Study on Adversarial Attacks and Defenses for Neural Networks: Focusing on Image Classification and Object Detection Tasks. Neural Processing Letters, Springer Nature. (Under Review)
• Rahman, M. M., Noor, N. F. M., Abdul Rahman, S. S., Muhamad, H., & Islam, A. (2025). Categorization of words and common phrases of Dark Triad Personality on social media. Journal of Ambient Intelligence and Humanized Computing, Springer Nature. (Under Review)
• Islam A., & Othman, F. (2024). Renewable Energy MicroGrid Power Forecasting: AI Techniques with Environmental Perspective. (Preprint Available).
• Islam A., & Rashid, M. M. (2024). Cyberattack Detection Using Unsupervised Learning Techniques. (Preprint Available).

Peer-reviewed Conference Publications

• Islam A., Por, L. Y., Othman, F., & Ku, C. S. (2019). A review on recognition-based graphical password techniques. Computational Science and Technology: 5th ICCST 2018, Kota Kinabalu, Malaysia, 29-30 August 2018, 503-512.
• Islam A., Chang, S. Y., Kim, J., & Kim, J. (2024, June). Anomaly Detection in 5G using Variational Autoencoders. In 2024 Silicon Valley Cybersecurity Conference (SVCC) (pp. 1-6). IEEE.
• Islam A., N Sakib., K Zhang., S Wuthier., Chang S. (2025). Network Fingerprinting Using Machine Learning for Anonymous Networking Detection in Cryptocurrency. Accepted in CCNC-2024, Las Vegas, USA.
• Islam A., S Purification., Chang S. (2025). Anomaly Detection Using Machine Learning Against Fake Base Station Threat. Submitted in IEEE MASS-2025, Chicago, USA.
• N Sakib., S Wuthier., Islam A., Zhou X., Kim, J., Kim, I., Chang S. (2025). Dynamic Beneficialness Prediction of Cryptocurrency P2P Connections. Submitted in ICCCN-2025, Tokyo, Japan.

Peer-reviewed Poster Publication

• K Zhang., Islam A., Chang, S. Y.(2025). Reinforcement Learning on Tor: Prioritizing Performance Compromises Anonymity. Accepted in Silicon Valley Cybersecurity Conference (SVCC)-2025, San Francisco, USA.

Peer-reviewed Book Chapter Publication

• Islam A., Por, L.Y., Othman, F., Ku, C.S. (2019). A Review on Recognition-Based Graphical Password Techniques. In: Alfred, R., Lim, Y., Ibrahim, A., Anthony, P. (eds) Computational Science and Technology. Lecture Notes in Electrical Engineering, vol 481. Springer, Singapore.