معرفی
Dr. Domenico Ciuonzo is an Assistant Professor at the University of Naples Federico II, Department of Electrical Engineering and Information Technologies. His research focuses on Information Fusion, Statistical Signal Processing, Wireless Sensor Networks, Network Analytics, Artificial Intelligence, and Wireless Communications. He actively explores applications in deep learning, encrypted traffic classification, and IoT security.
His recent work emphasizes explainable AI, quantum machine learning, and class incremental learning for network intrusion detection. Over 30+ publications span topics like decision fusion in MIMO systems, mobile app traffic analysis, and cybersecurity for IoT. He is also involved in dataset development (e.g., MIRAGE-APP× ACT-2024) and algorithmic frameworks for encrypted traffic classification.
Key research trends include:
- Optimizing holographic communication systems and reconfigurable intelligent surfaces for wireless networks
- Developing attack-adaptive intrusion detection systems resilient to emerging threats
- Advancing quantum computing applications in network monitoring and prediction
His research integrates statistical signal processing with modern AI techniques, addressing challenges in data privacy, network security, and resource-constrained environments.
