Giuseppe Esposito

Argomento di ricerca

New Techniques for Reliability Evaluation and Enhancement of Neural Networks

Tutori

• Matteo Sonza Reorda
• Josie Esteban Rodriguez Condia

Corso di laurea magistrale

• Computational intelligence. A.A. 2026/27, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Computational intelligence. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Computational intelligence. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

Corso di laurea di 1° livello

• Algoritmi e programmazione a oggetti. A.A. 2025/26, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Collaboratore del corso

• CAD - Electronic CAD & Reliability Group (DAUIN)

• Magliano, E.; Esposito, G.; Shahdadian, A.; Mounika Kodamanchili, R.; Guerrero ... (2026)
  JASPER: Special Session on Joint Reliability And Security Assessment of SPlit Computing for Edge Robustness. In: International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, Roma, 30/09/2026
  Contributo in Atti di Convegno (Proceeding)
• Gensale, Aurora; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Condia, Josie E. ... (2026)
  From Prompts to Pressure: Evaluating LLM-driven Agents for GPU Stress-code Generation. In: 32nd International Symposium on On-Line Testing and Robust System Design, IOLTS 2026, Polignano a Mare (ITA), 01-03 July 2026, pp. 1-7. ISBN: 979-8-3315-4685-4
  Contributo in Atti di Convegno (Proceeding)
• Esposito, Giuseppe.; Magliano, Enrico.; Scarano, N.; Ahmed Eltaras, T.; Guerrero ... (2026)
  AI-Based Detection and Classification of Adversarial and Fault-Induced Threats in Split Computing. In: IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY, pp. 1-15. ISSN 1530-4388
  Contributo su Rivista
• De Paola, Luca; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Reorda, Matteo Sonza (2025)
  A New Online Fault Detection Mechanism for Neural Network Applications. In: 2025 32nd IEEE International Conference on Electronics, Circuits and Systems (ICECS), Marrakesh (MAR), 17-19 November 2025, pp. 1-4. ISBN: 979-8-3315-9585-2
  Contributo in Atti di Convegno (Proceeding)
• 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)