M.Sc. Thesis Work
Thesis Title: A Privacy Preserving and Dependable Deep Federated Learning-based Identification Model of new Infections from Genome Sequences.B.Sc. Thesis Work
Thesis Title: Dependable Intrusion Detection System for IoT: A Deep Transfer Learning Based Approach.
Journals:
1. Mehedi S. T., Anwar A, Rahman Z, Ahmed K, Islam R. Dependable Intrusion Detection System for IoT: A Deep Transfer Learning-based Approach. IEEE Transactions on Industrial Informatics (IF: 10.215), 2022
DOI: https://doi.org/10.1109/TII.2022.31647702. Rahman Z., Yi X., Mehedi S. T., Islam R., Kelarev A. Blockchain Applicability for the Internet of Things: Performance and Scalability Challenges and Solutions. Electronics (IF: 2.397), 11(9):1416, 2022
DOI: https://doi.org/10.3390/electronics110914163. Mehedi S. T., Billah M., Anwar A., Rahman Z., Islam R. A Systematic Literature Review on Blockchain Enabled Federated Learning Framework for Internet of Vehicles. IEEE Access (IF: 3.367), 2022
DOI: https://doi.org/10.48550/arXiv.2203.051924. Mehedi S. T., Ahmed K., Bui, F. M., Rahaman M., Hossain I., Tonmoy T. M., Limon R. A., Ibrahim S. M., Moni M. A. MLBioIGE: Integration and Interplay of Machine Learning and Bioinformatics Approach to Identify the Genetic Effect of SARS-COV-2 on Idiopathic Pulmonary Fibrosis Patients, Biology Methods and Protocols, bpac013, 2022
DOI: https://doi.org/10.1093/biomethods/bpac0135. Mehedi S. T., Anwar A., Rahman Z., Ahmed K. Deep Transfer Learning Based Intrusion Detection System for Electric Vehicular Networks. Sensors (IF: 3.576), 21 (14):4736, 2021.
DOI: https://doi.org/10.3390/s211447366. Mehedi, S.T., Shamim, A.A.M., Paul, B.K. Ahmed K. Graphene Injected D-Shape Photonic Crystal Fiber for Nonlinear Optical Applications. Silicon (IF: 2.670), 12, 2293-2300, 2020.
DOI: https://doi.org/10.1007/s12633-019-00323-17. Mehedi, S.T., Shamim, A.A.M., Miah, M.B.A. Blockchain-based security management of IoT infrastructure with Ethereum Transactions. Computer Science (IF: 1.590), 2, 189-195, 2019.
DOI: https://doi.org/10.1007/s42044-019-00044-z
Conferences:
1. Mehedi, S.T., Ferdows, J., Hossain, A. S. M. D., Shamim, A.A.M., Islam Rasiq, G.M.R. A Comprehensive Study of IoT Application Layer Security Management. 2020 IEEE International Conference for Innovation in Technology (INOCON), 1-7, 2020.
DOI: https://doi.org/10.1109/INOCON50539.2020.9298245
Book Chapters:
1. Al Sefat A., Islam Rasiq G.M. R., Nawjis N., Mehedi S.T. CPU Performance Prediction Using Various Regression Algorithms. In Proceedings of International Conference on Machine Intelligence and Data Science Applications. Algorithms for Intelligent Systems, Springer, Singapore, 162-171, 2021
DOI: https://doi.org/10.1007/978-981-33-4087-9_14
