Publications: Several publications in international peer-reviewed journals, conferences, and workshops. Specific works include but are not limited to 'FLAD: Adaptive Federated Learning for DDoS Attack Detection', 'Introducing packet-level analysis in programmable data planes to advance Network Intrusion Detection', etc.
Research Experience
Work Experience: Before joining Fondazione Bruno Kessler, Roberto spent nearly nine years in the industry, primarily focusing on embedded systems for machine vision. He also worked as a research engineer at CREATE-NET (Center of REsearch And Telecommunication Experimentations for NETworked communities), where he contributed to managing research projects and developing proof-of-concept software prototypes. Since 2022, he has been serving as a lecturer at the University of Trento, teaching courses to M.Sc. and Ph.D. students on AI technologies applied to cybersecurity.
Education
Degrees: M.Sc. in Mathematics; Ph.D. in Telecommunication Engineering. Universities: University of Trento; University of Bologna. Fields: Mathematics; Telecommunication Engineering.
Background
Research Interests: Cybersecurity, with a strong focus on Machine Learning, Software-Defined Networking, and Resource Optimisation techniques. Background: Roberto Doriguzzi Corin is the head of the Distributed AI for dependable cyberSecuritY (DAISY) research unit at Fondazione Bruno Kessler in Trento, Italy.