Research and Publications:
- A Federated and Explainable Machine Learning Framework for Robust Intrusion Detection and Network Security Enhancement in Industrial Internet of Things (IIoT) Environments
Authors: Abdullah Rakib Akand, Md.Mehedi Hasan Bhuiyan Nipu, Isha Das, Golam Ali, Atahar Hossain, Fahad Siddique Faisal
Conference: 2026 5th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) | Publisher: IEEE (2026) - Capturing Dialectal Variation in Code-Mixed Banglish through Multi-Task Transformers
Authors: Hasin Almas Sifat, Koushik Biswas Arko, Abida Afrin, K. M. Tahsin Kabir, Abdullah Rakib Akand, Md. Mortuza Ahmmed
Conference: 2025 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) | Publisher: IEEE (2025) - Quantitative Study of Neural Network-Based Anomaly Detection for Real-Time Cyberattack Identification in Large-Scale Computing Networks, Journal: Kongzhi yu Juece / Control and Decision (ISSN: 1001-0920) | Q3 Rank | Published (6th Author)
- Evaluating the Statistical Reliability of Machine Learning Intrusion Detection Models for Real Time High Traffic Networks, Journal: Kongzhi yu Juece / Control and Decision (ISSN: 1001-0920) | Q3 Rank | Under Review (3rd Author)
- Alamgir, F.M., Das, S., Akand, A.R. et al. Hybrid CNN BiLSTM architecture for smart grid cyberattack detection using smart meter data. Sci Rep (2026). 10.1038/s41598-026-55727-y [Publisher: Springer Nature, Scopus: Q1]
- Arman, M., Kabir, M.F., Alamgir, F.M. et al. Forecasting the Evolution of Scientific Knowledge: A Dynamic Knowledge Graph Approach Integrating Temporal Embeddings and Large Language Models. Mach Learn 115, 148 (2026). https://doi.org/10.1007/s10994-026-07095-x [Publisher : Springer Netherlands, Journal: Machine Learinging, Scopus: Q1]
- A. R. Akand and M. S. Rahman, "Integrated Multi-Modal Ensemble (IMME) for Zero-Day Attack Detection in IIoT," 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), Chittagong, Bangladesh, 2026, pp. 1-6, doi: 10.1109/QPAIN69676.2026.11546448.
- A. R. Akand, S. Islam, M. R. Bishwas, S. Islam and K. R. Ahmed, "A Zero-Trust Security Architecture for 6G-Enabled Mobile Banking and Peer-to-Peer Payment Networks," 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), Chittagong, Bangladesh, 2026, pp. 1-6, doi: 10.1109/QPAIN69676.2026.11546272.