Research

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Journals

1. M. M. Alam, M. Golam, and T. Jun. Stable Diffusion-Augmented Industrial Anomaly Detection Using Attention-Enhanced Multi-CNN Transformer Fusion. IEEE Access. [SCIE, IF: 4.2, Q1] [Paper] [GitHub]

2. M. M. Alam, M. A. Dini, and T. Jun. TMNet: Transformer-Fused Multimodal Framework for Emotion Recognition via EEG and Speech. ICT Express. [SCIE, IF: 4.6, Q1] [Paper] [GitHub]

3. M. M. Alam, M. Golam, and T. Jun. FMACNN: Federated Multi-Attention CNN Framework for Artificial Image Detection. Journal of Information Security and Applications. [SCIE, IF: 4.4, Q1] [Paper] [GitHub]

4. M. M. Alam, R. A. N. Ugli, K. J. Tanha, and T. Jun. AI-Enhanced Digital Twin Systems for Warehouse Logistics Optimization: A Review of Challenges, Solutions, and Future Directions. ICT Express. [SCIE, IF: 4.6, Q1] [Paper]

5. M. R. Subhan, M. M. Alam, M. Golam, and T. Jun. Blockchain-Aided Intrusion Detection in Marine Tactical Network Using Reinforcement Learning. The Journal of the Korean Institute of Communications and Information Sciences. [Paper]

6. M. Golam, M. M. Alam, M. F. Rahman, DS. Kim, and JM. Lee. BELL-IDS: Blockchain-Empowered Large Language Model-Aided Context-Aware IDS in IoFT. IEEE Transactions on Network and Service Management. (Under review)

7. M. R. Subhan, M. M. Alam, and T. Jun. Enhancing Quality Control in MES Using Optimized Deep Learning. Measurement. (Submitted) [Pre-print]

8. M. A. I. Khan, M. M. Alam, M. S. Islam, A. S. Mahmoud, and T. R. Sheltami. Adaptive Quantum-Resistant Deep Reinforcement Learning Framework for 6G Healthcare IoMT Security. IEEE Journal of Biomedical and Health Informatics. (Under review) [GitHub]

9. K. J. Tanha, M. M. Alam, M. A. I. Khan, M. S. Islam, and T. Jun. HybridQuantumNet: A Symmetry-Constrained Hybrid Quantum-Classical Federated Learning Framework for IoMT Intrusion Detection. MDPI Symmetry. (Under review) [GitHub]

10. K. J. Tanha, M. M. Alam, and T. Jun. Deep Q-Network Agent-Driven Dynamic Slotting Optimization in Digital Twin-Based Smart Warehouse Logistics. The International Journal of Advanced Manufacturing Technology. (Under review) [GitHub]

11. R. A. N. Ugli, M. M. Alam, K. J. Tanha, C. S. Amadi, and T. Jun. Hierarchical Multi-Target Planning and Control for Autonomous Forklift Navigation with Quantum-Inspired Optimization and Reinforcement Learning. International Journal of Control, Automation, and Systems. (Major revision)

International Conferences

1. M. M. Alam, K. J. Tanha, M. T. Alam, S. Sakib, and M. G. Kim. FAR-TOD: Failure-Prior Adaptive Reconstruction Guided Tiny Object Detection in UAV Imagery. WACV, 2027. (Under review) [Paper]

2. M. M. Alam, K. J. Tanha, M. T. Alam, S. Sakib, and M. G. Kim. AI-Driven Digital Twin Framework for Warehouse Logistics Automation Optimization. IEEE ICRA Workshop, 2026. [Paper]

3. M. M. Alam, K. J. Tanha, M. Golam, S. S. B. Rahman, E. A. Tuli, and T. Jun. Adaptive Reconstruction and Deformable Attention for UAV Small-Object Detection. IEEE ICMIC, 2026. [Paper Award] [Paper]

4. M. M. Alam, K. J. Tanha, and T. Jun. Digital Twin-Driven Semi-Supervised Knowledge Distillation for HMI Monitoring on Edge Device. IEEE ICTC, 2025. [Paper]

5. M. M. Alam, M. Golam, M. R. Subhan, DS. Kim, and T. Jun. Federated Semi-Supervised Digital Twin for Enhanced Human-Machine Interaction in Industry 5.0. IEEE ICTC, 2024. [Paper]

6. M. M. Alam, M. S. Islam, S. Muntaha, T. Alam, and K. J. Tanha. A Secure and Optimized Healthcare Data Governance Framework Leveraging Hyperledger Fabric Blockchain. IEEE ICCIT, 2023. [Paper]

7. M. M. Alam, K. J. Tanha, and T. Jun. RealAIGI: An Innovative Dataset for Enhanced Detection of Real and AI-Generated Images. IEEE ICMIC, 2025. [Paper] [Dataset]

8. M. Golam, M. M. Alam, M. R. Subhan, DS. Kim, and JM. Lee. BLIND-Twin: Blockchain-Assisted LLM-Based CDS for Digital Twin-Enhanced Industrial AIoT. IEEE ICC, 2025. [Paper]

9. K. J. Tanha, M. M. Alam, and T. Jun. Deep Reinforcement Learning Approach with Digital Twin Toward Smarter Warehouse. IEEE ICAIIC, 2026. [Paper]

10. M. R. Subhan, M. M. Alam, K. J. Tanha, and T. Jun. Lightweight Hybrid Deep Learning Model with Digital Twin for Industrial Energy Optimization. IEEE ICMIC, 2025. [Paper]

11. A. I. Khan, M. M. Alam, K. J. Tanha, and S. Islam. Safety-Critical IoMT Security: A Lightweight, Cost-Aware Approach at the Network Edge. IEEE ICCIT, 2025. [Paper] [GitHub]

12. K. J. Tanha, M. M. Alam, and T. Jun. Digital Twin-Driven Federated Learning for Intrusion Detection under Simulated Adversarial Conditions. IEEE ICTC, 2025. [Paper]

13. M. Golam, M. M. Alam, DS. Kim, and JM. Lee. BLM-Chain: AI-Driven Blockchain for UAV Threat Resistance in IoBT. IEEE ICTC, 2024. [Paper]

14. M. M. R. Hasan, M. M. Alam, and K. J. Tanha. Decentralized Blockchain-Based Land Deed Verification and Reservation System in Bangladesh. IEEE ICCIT, 2022. [Paper]

15. M. R. Subhan, M. Golam, M. F. Rahaman, M. M. Alam, DS. Kim, and T. Jun. A Blockchain-Based System for Efficient, Traceable, and Transparent Maritime Logistics. IEEE ICTC, 2024. [Paper]

Domestic Conferences

1. M. M. Alam, K. J. Tanha, M. Kim, and T. Jun. Multi-modal Real-time Hazard Detection for Autonomous Driving Systems. KICS Fall Conference, 2025. [Paper] [GitHub]

2. M. M. Alam, K. J. Tanha, and T. Jun. Novel Zero-Day Zero-Touch Intrusion Detection System Using Generative-AI and Large Language Model. KICS Summer Conference, 2025. [Paper]

3. M. M. Alam, M. Golam, E. A. Tuli, and T. Jun. DCFL-Chain: Digital-Twin-Based Collaborative FL-Integrated Energy Consumption Prediction for Smart Factory. KICS Fall Conference, 2024. [Best Paper] [Paper] [GitHub]

4. M. M. Alam, M. J. A. Shanto, DS. Kim, and T. Jun. Token-based e-Learning System Harnessing Hyperledger Besu. KICS Summer Conference, 2024. [Paper]

5. K. J. Tanha, M. M. Alam, and T. Jun. FlexSim-Based Digital Twin Framework for Smart Warehouse Monitoring and Performance Optimization. KICS Fall Conference, 2025. [Paper]

6. K. J. Tanha, M. M. Alam, and T. Jun. Privacy-Preserving Healthcare Data Governance Using Blockchain and Federated Learning. KICS Summer Conference, 2026. [Paper]

7. M. R. Subhan, M. M. Alam, K. J. Tanha, and T. Jun. XAI-Powered Digital Twin for Industrial Energy Prediction and Optimization. KICS Summer Conference, 2025. [Paper]

8. K. J. Tanha, M. M. Alam, M. R. Subhan, and T. Jun. Detecting Threats in Edge IoT Networks Using Federated Learning and Digital Twin. KICS Summer Conference, 2025. [Best Paper] [Paper]

9. M. Golam, M. M. Alam, DS. Kim, and JM. Lee. BFL-Net: Blockchain-Assisted Energy Prediction Based on FL-Integrated LLM for Industry 4.0. KICS Fall Conference, 2024. [Paper]

10. M. Tayeb, M. M. Alam, M. A. Khatun, M. J. A. Shanto, DS. Kim, and JM. Lee. PureParking: A Decentralized, Secure Framework for Parking Space Sharing Using Blockchain. KICS Summer Conference, 2024. [Paper]

11. M. J. A. Shanto, M. M. Alam, M. Golam, DS. Kim, and T. Jun. A Blockchain-Based Framework for Distributing and Managing CNN-Derived Brain Tumor Detection Models. KICS Summer Conference, 2024. [Paper]

12. E. A. Tuli, M. Golam, M. M. Alam, and DS. Kim. Quantum Encrypted Collaborative Energy Consumption Demand Response Management for Smart Industrial System. KICS Fall Conference, 2024. [Paper]

13. M. R. Subhan, M. Golam, M. M. Alam, DS. Kim, and T. Jun. Energy-Twin: Explainable AI-Driven Energy Optimization Using Digital-Twin for Smart Industry. KICS Fall Conference, 2024. [Best Paper] [Paper]

14. M. R. Subhan, M. Golam, M. F. Rahaman, M. M. Alam, DS. Kim, and T. Jun. An Efficient, Traceable, and Transparent Maritime Logistic System Based on Blockchain. KICS Summer Conference, 2024. [Paper]