Publications
Our research works and scientific publications
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An Explainable Ensemble Framework for Multi-Class Intrusion Detection and Performance Comparison (International IEEE Conference)
An Explainable Ensemble Framework for Multi-Class Intrusion Detection and Performance Comparison (International IEEE Conference)
Md. Shafiqul Islam, Erona Khatun, Md. Momin Hossain, Hasan Khan, Md. Alamgir Hossain, Md. Samiul Islam
An Interpretable and Effective Machine Learning Method for Stroke Prediction: A Comparison Study Emphasizing the Explainable Extra Trees Classifier's Superiority (International IEEE Conference)
An Interpretable and Effective Machine Learning Method for Stroke Prediction: A Comparison Study Emphasizing the Explainable Extra Trees Classifier's Superiority (International IEEE Conference)
Md. Shafiqul Islam, Sharmin Akter Liza, H.M. Maruf Rahman Shuvo, Md Momin Hossain, Md. Alamgir Hossain, Md. Samiul Islam
Two-Stage Noise-Reduced Pneumonia Detection in Chest X-Ray Images using Denoising Autoencoder–CNN Integration (International IEEE Conference)
Two-Stage Noise-Reduced Pneumonia Detection in Chest X-Ray Images using Denoising Autoencoder–CNN Integration (International IEEE Conference)
Md Abdul Mutalib, Kopil Das, Mohammad Hossain, Shahriar Hussain, Avijit Deb Nath, Md Mahmud Zaman, Md. Alamgir Hossain
Secure and Privacy-Preserving Federated Deep Learning Approach for Android Malware Detection (International IEEE Conference)
Secure and Privacy-Preserving Federated Deep Learning Approach for Android Malware Detection (International IEEE Conference)
Md. Mostafizur Rahman, Tasnin Khan, Mostak Ahmed, Md. Alamgir Hossain, Md. Samiul Islam, Muhammad Masud Tarek
A District Season-Aware Explainable Machine Learning Framework for Diagnosing Climate-Driven Yield Vulnerability in Bangladesh (International IEEE Conference)
A District Season-Aware Explainable Machine Learning Framework for Diagnosing Climate-Driven Yield Vulnerability in Bangladesh (International IEEE Conference)
Md. Shafiqul Islam, Erona Khatun, Md. Momin Hossain, Hasan Khan, Md. Alamgir Hossain, Md. Samiul Islam
Bridging the Precision-Interpretability Gap: A Unified Ensemble Framework for Breast Cancer Detection Enhanced by SHAP and LIME (International IEEE Conference)
Bridging the Precision-Interpretability Gap: A Unified Ensemble Framework for Breast Cancer Detection Enhanced by SHAP and LIME (International IEEE Conference)
Hasan Khan, Anika Zaheen, Sharmin Akter Liza, Raju Mia, Obayed ur Rahman Tawhid, Md. Shafiqul Islam
A federated learning-benchmarking framework for privacy-preserving UAV intrusion detection using adaptive aggregation algorithms (Scientific Reports, Q1)
A federated learning-benchmarking framework for privacy-preserving UAV intrusion detection using adaptive aggregation algorithms (Scientific Reports, Q1)
Ms. Bithi, Tahani Alsubait, Amani Ibraheem, Md. Emran Masud & Md. Alamgir Hossain
Residual-aware lightweight deep learning framework for high-fidelity intrusion detection in UAV swarm networks (Scientific Reports, Q1)
Residual-aware lightweight deep learning framework for high-fidelity intrusion detection in UAV swarm networks (Scientific Reports, Q1)
Jianghua Wang, Tahani Alsubait, Ahmad Subhi Salem Mufleh & Md. Alamgir Hossain
A new adaptive federated learning approach for privacy preserving UAV anomaly detection under non-IID distributions (Scientific Reports, Q1)
A new adaptive federated learning approach for privacy preserving UAV anomaly detection under non-IID distributions (Scientific Reports, Q1)
Ms Bithi, Md. Emran Masud & Md. Alamgir Hossain
A novel unified lightweight temporal-spatial transformer approach for intrusion detection in drone networks (Scientific Reports, Q1)
A novel unified lightweight temporal-spatial transformer approach for intrusion detection in drone networks (Scientific Reports, Q1)
Tarun Kumar Biswas, Ashrafun Zannat, Waqas Ishtiaq, Md. Alamgir Hossain
An Ensemble Learning Approach for Multi-Class Intrusion Detection with Comparative Performance and Explainability Analysis (International IEEE Conference)
An Ensemble Learning Approach for Multi-Class Intrusion Detection with Comparative Performance and Explainability Analysis (International IEEE Conference)
Md. Shafiqul Islam, Md. Alamgir Hossain, Md. Samiul Islam
Advanced explainable ensemble models for multi-class intrusion detection in heterogeneous drone and industrial networks (Journal on Information Security, Q2)
Advanced explainable ensemble models for multi-class intrusion detection in heterogeneous drone and industrial networks (Journal on Information Security, Q2)
Md. Shafiqul Islam, Faraz Ahmed, Waqas Ishtiaq, Md. Alamgir Hossain, Md. Samiul Islam, Muhammad Masud Tarek
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