Annachiara Ruospo

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
• Collegio di Ingegneria Meccanica, Aerospaziale e dell'Autoveicolo. Componente invitato

PhD

• Artificial Intelligence Safety. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
• Artificial Intelligence Safety. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher

Master of Science

• Architetture dei sistemi di elaborazione. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• 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

• Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
• 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)
• Vittorio Turco. Programme in Ingegneria Informatica E Dei Sistemi (39^th cycle, 2023-in progress)
  Research subject: Development of reliability techniques for AI-powered systems to detect hardware faults in safety-critical domains.
  
  Controls and system engineering
  Controls and system engineering

• Bellarmino, Nicolo; Bosio, Alberto; Cantoro, Riccardo; Ruospo, Annachiara; Sanchez, ... (In stampa)
  Investigating on Gradient Regularization for Testing Neural Networks. In: 10th International Conference on machine Learning, Optimization and Data science (LOD 2024), Riva del Sole Resort & SPA, Castiglione della Pescaia (Grosseto), Tuscany, Italy, September 22 – 25, 2024. ISSN 0302-9743
  Contributo in Atti di Convegno (Proceeding)
• Porsia, Antonio; Ruospo, Annachiara; Sanchez, Ernesto (In stampa)
  AI Eye Charts: measuring the visual acuity of Neural Networks with test images. In: IEEE 2nd International conference on Design, Test & Technology of Integrated Systems, Aix-en-Provence (FR), 14-16 October 2024
  Contributo in Atti di Convegno (Proceeding)
• 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)
• 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)
• Porsia, Antonio; Ruospo, Annachiara; Sanchez, Ernesto (2024)
  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), Ischia (IT), 07-09/05/2024, pp. 63-66. ISBN: 9798400704925
  Contributo in Atti di Convegno (Proceeding)
• Bosio, Alberto; Gomes, Mauricio; Pavanello, Fabio; Porsia, Antonio; Ruospo, Annachiara; ... (2024)
  Resiliency approaches in Convolutional, Photonic, and Spiking Neural Networks. In: 2024 IEEE 25th Latin American Test Symposium (LATS), Maceió (BRA), 09-12 April 2024, pp. 1-10. ISBN: 9798350365559
  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)

• A Shannon-Hartley-Based Approach To Measure The Criticality Of Synaptic Weights. international Patent
  Inventors: Annachiara Ruospo Edgar Ernesto Sanchez Sanchez