Vittorio Turco

Dottorando in Ingegneria Informatica E Dei Sistemi , 39^o ciclo (2023-2026)
Dipartimento di Automatica e Informatica (DAUIN)

Docente esterno e/o collaboratore didattico
Dipartimento di Automatica e Informatica (DAUIN)

vittorio.turco@polito.it

Profilo

Dottorato di ricerca

Argomento di ricerca

Reliability evaluation and hardening of AI accelerators

Tutori

Interessi di ricerca

Controls and system engineering

Biografia

Vittorio Turco received his Bachelor's degree in Mechanical Engineering from Politecnico di Torino in 2020, followed by a Master’s degree in Mechatronic Engineering from the same institution in 2023. He is currently a Ph.D. student and researcher in the Department of Control and Computer Engineering (DAUIN) at the same institution. His research focuses on the safety and reliability of AI-based systems, with a particular interest in hardening AI hardware accelerators for high-performance and safety-critical applications, such as autonomous vehicles and robotics. By developing techniques to identify and mitigate hardware vulnerabilities, Vittorio aims to improve the resilience and reliability of AI systems in complex environments. His broader interests involve the integration of robust and safe AI technologies in sectors where safety and dependability are paramount.

Didattica

Insegnamenti

Corso di laurea di 1° livello

Programming techniques. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

Ricerca

Gruppi di ricerca

CAD - Electronic CAD & Reliability Group (DAUIN)

Pubblicazioni

Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris

Angione, Francesco; Bernardi, Paolo; Bosio, Alberto; Dattatraya Dixit, Harish; ... (In stampa)
Special Session: Trustworthy Hardware-AI at the Cloud. In: IEEE VLSI Test Symposium 2025, Tempe, Arizona (USA), 28-30 Aprile 2025
Contributo in Atti di Convegno (Proceeding)
Bolchini, Cristiana; Bosio, Alberto; Cassano, Luca; Miele, Antonio; Pappalardo, ... (2025)
Benchmark Suite for Resilience Assessment of Deep Learning Models. In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. ISSN 0278-0070
Contributo su Rivista
Turco, Vittorio; Bellarmino, Nicolò; Ruospo, Annachiara; Cantoro, Riccardo; Sanchez, ... (2025)
DOC: Detection of On-Line Failures in CNNs. In: Latin American Test Workshop, LATW, San Andrés (COL), 11-14 March 2025. ISBN: 978-1-6654-7763-5
Contributo in Atti di Convegno (Proceeding)
Ruospo, A.; Pappalardo, S.; Turco, V.; Bosio, A.; Sanchez, E. (2025)
Reliability of Deep Neural Networks: Impact and Open Issues. In: IEEE DESIGN & TEST, vol. 42, pp. 14-25. ISSN 2168-2356
Contributo su Rivista
Turco, V.; Ruospo, A.; Sanchez, E.; Sonza Reorda, M. (2024)
Early Detection of Permanent Faults in DNNs Through the Application of Tensor-Related Metrics. In: 2024 27th International Symposium on Design & Diagnostics of Electronic Circuits & Systems (DDECS), Kielce (POL), 03-05 April 2024, pp. 13-18. ISSN 2334-3133. ISBN: 979-8-3503-5934-3
Contributo in Atti di Convegno (Proceeding)