Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Federated Machine Learning for Cardiovascular Risk Assessment: A Decentralized XGBoost Approach
    Md Samiul Alom, Sharmin Sultana Akhi, Samsun Nahar Borsha, and 3 more authors
    In 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), 2025
  2. Federated Deep Learning for Cybersecurity and Intrusion Detection in Decentralized Networks
    Naeem Mia, Jubair Ahmed Nabin, Suzad Mohammad, and 3 more authors
    In 2025 3rd International Conference on Advancements in Electrical, Electronics, Communication, Computing and Automation (ICAECA), 2025
  3. A Novel Temporal-Aware Adaptive Feature Selection Strategy for Network Intrusion Detection Systems
    Naeem Mia, Md Mahfuzul Haque Gazi, Jubair Ahmed Nabin, and 3 more authors
    In 2025 Global Conference in Emerging Technology (GINOTECH), 2025
  4. Two-Stage Vision Transformer-Based Framework for Anomaly Detection and Classification in Surveillance Videos
    Mahedi Hasan, Jubair Ahmed Nabin, Naeem Mia, and 3 more authors
    In 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2025

2024

  1. A novel file entropy dataset for Crypto-Ransomware detection using machine learning
    Jubair Ahmed Nabin and Md Mokammel Haque
    In International Conference on Machine Intelligence and Emerging Technologies, 2024