Publications

• An Extensive Study on D2C: Overfitting Remediation in Deep Learning Using a Decentralized Approach (Under review) [preprint]

  Authors : M. S. B. Siddiqui, M. M. Islam, and M. G. R. Alam

• Divide2Conquer (D2C): A Decentralized Approach Towards Overfitting Remediation in Deep Learning. In Proceedings of 2024 International Conference on Big Data (BigData), IEEE, Washington DC, USA, 2024. (Acceptance rate 19.7%) [paper]

  Authors : M. S. B. Siddiqui, M. M. Islam, and M. G. R. Alam

• Disparity-Aware Federated Learning for Intrusion Detection Systems in Imbalanced Non-IID Settings, In Proceedings of the 10th 2023 International Conference on Networking, Systems and Security (10th NSysS 2023), ACM, Khulna, Bangladesh, 2023. (Acceptance rate 22%) [paper]

  Authors : M. M. Islam, A. B. M. A. A. Islam

• Automated Audio-visual Speech Corpus Creation From Publicly Available Sources For Bangla Language [draft]

  Authors : M. M. Islam, F. Tanvir, S. Ahmed, N. Sadeq, M. A. Adnan