Research Recognition – Miyan Publications Reward 2026

My recent research contributions in machine learning and cybersecurity were formally recognized at the Miyan Publications Reward-2026.

This recognition reflects ongoing collaborative work across multiple projects in cybersecurity, federated learning, and deep learning. I am grateful to my co-authors and collaborators for their contributions to these research efforts.

Selected Publications

A selection of recent peer-reviewed publications is listed below:

• A Novel File Entropy Dataset for Crypto-Ransomware Detection (Springer MIET 2024)
  DOI: 10.1007/978-981-96-2721-9_20
• Federated Deep Learning for Cybersecurity and Intrusion Detection in Decentralized Networks (IEEE ICAECA 2025)
  DOI: 10.1109/ICAECA63854.2025.11012607
• Two-Stage Vision Transformer-Based Framework for Anomaly Detection in Surveillance Videos (IEEE ECCE 2025)
  DOI: 0.1109/ECCE64574.2025.11013374
• Temporal-Aware Feature Selection for Intrusion Detection Systems (IEEE GINOTECH 2025)
  DOI: 10.1109/GINOTECH63460.2025.11076711
• Federated Machine Learning for Cardiovascular Risk Assessment (IEEE QPAIN 2025)
  DOI: 10.1109/QPAIN66474.2025.11171956

---