Giuseppe Perrone

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 40^th cycle (2024-2027)
Department of Control and Computer Engineering (DAUIN)

Adjunct lecturer/Adjunct instructor
Department of Control and Computer Engineering (DAUIN)

giuseppe.perrone@polito.it

Profile

PhD

Research topic

Generative and Adversarial AI for Testing and Optimization of Connected and Automated Vehicles

Tutors

Keywords

Data science, Computer vision and AI

Biography

I’m Giuseppe Perrone, originally from Guagnano in the province of Lecce, and I’ve always had a passion for science and technology. I completed my bachelor's degree in Mechanical Engineering and then a master’s degree in Mechatronic Engineering at the Polytechnic University of Turin, where I focused specifically on vehicle technology. This program combined knowledge in electronics, mechanics, electrical drives, automatic controls, and computer science, equipping me to tackle complex systems such as vehicular systems. My master’s thesis, Urban Crowd Estimation via WiFi Probe Analysis, allowed me to dive into using WiFi probe requests' data to estimate urban crowd density. Working on this project introduced me to machine learning and data management, sharpening my skills in data manipulation and programming.

Currently, my primary academic interests include generative AI, autonomous vehicles, and connectivity technologies. During my PhD in Computer and Systems Engineering, I aim to bring these areas together to develop solutions that enhance the safety and reliability of autonomous vehicles.

Teaching

Teachings

Bachelor of Science

Computer networks. A.A. 2026/27, INGEGNERIA INFORMATICA. Collaboratore del corso
Reti di calcolatori. A.A. 2026/27, INGEGNERIA INFORMATICA. Collaboratore del corso
Reti di calcolatori. A.A. 2026/27, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Collaboratore del corso
Computer networks. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Reti di calcolatori. A.A. 2025/26, INGEGNERIA INFORMATICA. Collaboratore del corso
Reti di calcolatori. A.A. 2025/26, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Collaboratore del corso

Research

Research Areas/Fields/Groups

NETGROUP - Computer Networks Group (DAUIN)

Publications

Latest publications View all publications in Porto@Iris

Farina, Lorenzo; Gavioli, Federico; Iandolo, Salvatore; Moretti, Francesco; Perrone, ... (In stampa)
Open-Source Based and ETSI Compliant Cooperative, Connected, and Automated Mini-Cars. In: 2026 IEEE 103rd Vehicular Technology Conference (VTC2026-Spring), Nice (FRA), June 9–12, 2026
Contributo in Atti di Convegno (Proceeding)
Farina, Lorenzo; Todisco, Vittorio; Gavioli, Federico; Iandolo, Salvatore; Moretti, ... (In stampa)
A Practical Implementation of Day-3 Cooperative Intersection with Automated Connected Mini-Cars. In: 2026 IEEE 29th International Conference on Intelligent Transportation Systems (ITSC 2026), Naples, Italy, September 15-18, 2026
Contributo in Atti di Convegno (Proceeding)
Perrone, Giuseppe; Bassi, Francesca; Rapelli, Marco; Casetti, Claudio Ettore (In stampa)
Quantifying Ghost Object Detectability in V2X Networks via Data-Driven Traffic Generation. In: 28th International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2026), Paris, France, October 26–30, 2026
Contributo in Atti di Convegno (Proceeding)
Perrone, Giuseppe; Rapelli, Marco; Casetti, Claudio (In stampa)
TRACE - TRaffic Autoregressive sCene gEneration. In: 2026 IEEE 104th Vehicular Technology Conference (VTC2026-Fall), Boston, MA (USA), 6-9 September 2026
Contributo in Atti di Convegno (Proceeding)
Gasco, Diego; Perrone, Giuseppe; Raviglione, Francesco; Rapelli, Marco; Casetti, ... (In stampa)
A Real-Hardware Multi-Instance Evaluation of ETSI DCC. In: IEEE Vehicular Technology Conference (VTC2026-Fall), Boston (USA), 6-9 September 2026, pp. 1-6
Contributo in Atti di Convegno (Proceeding)