معرفی
Luca Maiano is a Research Fellow at AlcorLab (Vision, Perception, and Learning Laboratory) within the Department of Computer Science at Sapienza University of Rome. He holds a PhD in Data Science and both bachelor's and master's degrees in Computer Engineering from the same institution.
Research Interests:
- Computer Vision
- Deep Learning and Continual Learning
- Media Forensics and Deepfake Detection
- AI Security and Adversarial Machine Learning
- Fake News and Disinformation Detection
- Urban Mobility AI Systems
His recent work focuses on detecting synthetic media through multimodal and feature-fusion approaches, adapting models to evolving generative techniques, and securing AI systems against data poisoning. He has contributed to cutting-edge research in deepfake detection, ground-to-aerial image matching, and cooperative urban mobility ecosystems.
Recent Publication Trends: His publications from 2024–2025 span top venues in computer vision and AI, showing a strong focus on the security and robustness of AI systems in detecting disinformation. The work integrates deep learning with forensic analysis, emphasizing continual adaptation and multimodal fusion for real-world deployment.
Scientific Contributions:
- Active contributor to media forensics and AI security
- Published in Pattern Recognition Letters, Computer Vision and Image Understanding, ECIR, IGARSS, and LNCS
- Guest editor for special issue on disinformation detection
Advising and Grants: While no formal students or grants are listed, his role as a research fellow under Prof. Irene Amerini suggests involvement in funded research projects and potential mentorship within the AlcorLab research group.
Laboratory Affiliation: Member of AlcorLab (Vision, Perception, and Learning Laboratory) at Sapienza University, a research group focused on computer vision, machine learning, and perception systems.
