Annachiara Ruospo

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato

PhD

• Artificial Intelligence Safety. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher

Master of Science

• Architetture dei sistemi di elaborazione. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Testing and fault tolerance. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Testing and fault tolerance. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

Bachelor of Science

• Computer sciences. A.A. 2020/21, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
• Computer sciences. A.A. 2019/20, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso

Projects funded by commercial contracts

• Colored NVM bitmap and repair integration with statistical evaluation in production for Aurix3G product family, (2023-2024) - Responsabile Scientifico
  Commercial Research

• Antonio Porsia. Programme in Ingegneria Informatica E Dei Sistemi (39^th cycle, 2023-in progress)
  Research subject: Reliability and security of AI-based systems
  
  Computer architectures and Computer aided design
  Computer architectures and Computer aided design
• Vittorio Turco. Programme in Ingegneria Informatica E Dei Sistemi (39^th cycle, 2023-in progress)

• Porsia, Antonio; Ruospo, Annachiara; Sanchez, Ernesto (In stampa)
  Model theft attack against a tinyML application running on an Ultra-Low-Power Open-Source SoC. In: 21st ACM International Conference on Computing Frontiers Workshops and Special Sessions (CF '24 Companion)
  Contributo in Atti di Convegno (Proceeding)
• Bosio, Alberto; Gomes, Mauricio; Pavanello, Fabio; Porsia, Antonio; Ruospo, Annachiara; ... (In stampa)
  Resiliency approaches in Convolutional, Photonic, and Spiking Neural Networks. In: 25th IEEE Latin American Test Symposium (LATS)
  Contributo in Atti di Convegno (Proceeding)
• Gavarini, G.; Ruospo, A.; Sanchez, E. (2023)
  On the resilience of representative and novel data formats in CNNs. In: International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, Juan-Les-Pins (FR), 03-05 October 2023. ISBN: 979-8-3503-1500-4
  Contributo in Atti di Convegno (Proceeding)
• Gavarini, G; Ruospo, A; Sanchez, E (2023)
  SCI-FI: a Smart, aCcurate and unIntrusive Fault-Injector for Deep Neural Networks. In: 2023 IEEE European Test Symposium (ETS), Venice (Italy), 22-26 May 2023, pp. 1-6. ISBN: 979-8-3503-3634-4
  Contributo in Atti di Convegno (Proceeding)
• Ahmadilivani, Mh; Barbareschi, M; Barone, S; Bosio, A; Daneshtalab, M; Della Torca, S; ... (2023)
  Special Session: Approximation and Fault Resiliency of DNN Accelerators. In: 2023 IEEE 41st VLSI Test Symposium (VTS), San Diego (USA), 24-26 April 2023, pp. 1-10. ISBN: 979-8-3503-4630-5
  Contributo in Atti di Convegno (Proceeding)
• Gavarini, G; Ruospo, A; Sanchez, E (2023)
  A Fast Reliability Analysis of Image Segmentation Neural Networks Exploiting Statistical Fault Injections. In: 2023 IEEE 24th Latin American Test Symposium (LATS), Veracruz (Mexico), 21-24 March 2023, pp. 1-6. ISBN: 979-8-3503-2597-3
  Contributo in Atti di Convegno (Proceeding)
• Turco, V.; Ruospo, A.; Gavarini, G.; Sanchez, E.; Sonza Reorda, M. (2023)
  Uncovering hidden vulnerabilities in CNNs through evolutionary-based Image Test Libraries. In: International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, Juan-Les-Pins (FR), 03-05 October 2023. ISBN: 979-8-3503-1500-4
  Contributo in Atti di Convegno (Proceeding)
• Pappalardo, S; Ruospo, A; O'Connor, I; Deveautour, B; Sanchez, E; Bosio, A (2023)
  A Fault Injection Framework for AI Hardware Accelerators. In: 2023 IEEE 24th Latin American Test Symposium (LATS), Veracruz, Mexico, 21-24 March 2023, pp. 1-6. ISBN: 979-8-3503-2597-3
  Contributo in Atti di Convegno (Proceeding)
• Pappalardo, S; Ruospo, A; O'Connor, I; Deveautour, B; Sanchez, E; Bosio, A (2023)
  Resilience-Performance Tradeoff Analysis of a Deep Neural Network Accelerator. In: 2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), Tallin, Estonia, 03-05 May 2023, pp. 181-186. ISBN: 979-8-3503-3277-3
  Contributo in Atti di Convegno (Proceeding)
• Gavarini, Gabriele; Ruospo, Annachiara; Sanchez, Ernesto (2023)
  Evaluation and mitigation of faults affecting Swin Transformers. In: 29th IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS 2023), Chania,Crete (Greece), July 3rd - 5th, 2023, pp. 1-7. ISBN: 979-8-3503-4135-5
  Contributo in Atti di Convegno (Proceeding)