Recent Publications

Zannat, A., Ahmmed, M. S., Hossain, M. A., Islam, M. S., and Manarat, A. S. ASTRID-Net: SE-enhanced triple attention deep learning framework for IoT and IIoT security. Scientific Reports, Jan 2026.

Efat, M. E., Fazle Rabbi, S.M., Islam M. S., and Polash, M. S. H. Physics-Guided Machine Learning Approaches for Lithium-Ion Battery State-of- Health Prediction: A Comprehensive Benchmark Using the Oxford Dataset. 2nd International Conference on Frontiers in Science: Innovation & Technology for Greener Industry, 15-16 January 2026, BUET, Dhaka-1000, Bangladesh, Jan 2026.

Md. Azizul Hakim Bappy, Hossen A Mustafa, Prottoy Saha and Rajinus Salehat Fine-Tuned Small Language Model for Accurate and Private CWE Detection in Python Code. 2025 28th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, Dec 2025.

Efat, M. E., Fazle Rabbi, S. M., and Islam, M. S. Comprehensive Cross-Validated Benchmarking of Machine Learning Models for Electricity Theft Detection. 6th IEEE International Conference on Telecommunications and Photonics (ICTP 2025), 18-19 December 2025, Dhaka, Bangladesh., Dec 2025.

Akter, S., and Islam, M. S. Hybrid Deep Learning Architectures for Malware Detection: A Comparative Study. 6th IEEE International Conference on Telecommunications and Photonics (ICTP 2025), 18-19 December 2025, Dhaka, Bangladesh., Dec 2025.

Efat, M. E., Fazle Rabbi, S. M. and Islam, M. S. Data Driven Explainable Machine Learning for Predicting Mechanical Properties of Copper-Based Multi-Principal Element Alloys. 15th International Conference on Mechanical Engineering (ICME 2025), 17-18 December 2025, Dec 2025.