Enrico Magliano

Ph.D. candidate in Intelligenza Artificiale , 39^th cycle (2023-2026)
Department of Control and Computer Engineering (DAUIN)

enrico.magliano@polito.it

Profile

PhD

Research topic

Artificial Intelligence for Trustworthiness of Computing Systems

Tutors

Research presentation

Video presentation

Poster

Research interests

Anomaly detection

Embedded AI

Self-supervised and semi-supervised learning

Biography

Enrico Magliano holds a master's degree in Computer Engineering, specialising in Artificial Intelligence and Data Analysis. He is currently a PhD student in the 39th cycle in Artificial Intelligence. His research fields mainly concern the study of the reliability of computer systems, using fault injection techniques applied to generic applications and machine learning applications, such as neural networks, particularly Spiking Neural Networks. I also try to exploit the new features offered by AI to increase the reliability of these systems.

LINKEDIN: https://www.linkedin.com/in/enrico-magliano-6a430511a/

Teaching

Teachings

Master of Science

Operating systems for embedded systems. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Operating systems for embedded systems. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Operating systems. A.A. 2024/25, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
Operating systems. A.A. 2023/24, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso

MostraNascondi A.A. passati

Research

Research groups

SMILIES - reSilient coMputer archItectures and LIfE Sciences (DAUIN)

Publications

Latest publications View all publications in Porto@Iris

Esposito, Giuseppe; Magliano, Enrico; Scarano, Nicola; Ahmed-Eltaras, Tamer; ... (2025)
AI-based Classification of Intentional vs. Unintentional Corruptions in the Split Computing context. In: 2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS), Ischia, Naples, Italy, 7-9 July 2025, pp. 1-7. ISBN: 979-8-3315-3334-2
Contributo in Atti di Convegno (Proceeding)
Magliano, Enrico; Savino, Alessandro; Di Carlo, Stefano (2025)
Real-time Embedded System Fault Injector Framework for Micro-architectural State Based Reliability Assessment. In: JOURNAL OF ELECTRONIC TESTING, vol. 41, pp. 193-208. ISSN 0923-8174
Contributo su Rivista
Gögebakan, Anil Bayram; Magliano, Enrico; Carpegna, Alessio; Ruospo, Annachiara; Savino, ... (2024)
SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks. In: 2024 IEEE 30th International Symposium on On-Line Testing and Robust System Design (IOLTS), Rennes (FRA), 03-05 July 2024, pp. 1-7. ISSN 1942-9401. ISBN: 979-8-3503-7055-3
Contributo in Atti di Convegno (Proceeding)
Traiola, Marcello; Pappalardo, Salvatore; Piri, Ali; Ruospo, Annachiara; Deveautour, ... (2024)
Approximate Fault-Tolerant Neural Network Systems. In: IEEE European Test Symposium (ETS) 2024, Der Haag (NL), 20-24 May 2024, pp. 1-10. ISBN: 979-8-3503-4932-0
Contributo in Atti di Convegno (Proceeding)
Magliano, Enrico; Carpegna, Alessio; Savino, Alessandro; DI CARLO, Stefano (2024)
A Micro Architectural Events Aware Real-Time Embedded System Fault Injector. In: 2024 IEEE 25th Latin American Test Symposium (LATS), Maceio (BRA), 09-12 April 2024, pp. 1-6. ISBN: 979-8-3503-6555-9
Contributo in Atti di Convegno (Proceeding)