26 July 2019

• Alessandro Ianne. Analysis of neural network reliability in safety-critical applications. Rel. Edgar Ernesto Sanchez Sanchez, Paolo Bernardi, Annachiara Ruospo. Politecnico di Torino, Master of science program in Computer Engineering, 2019
  

  

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18 December 2019

• Roberth Reynel Rosero Osorio. On the automatic generation of testing programs for embedded system = On the automatic generation of testing programs for embedded system. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo. Politecnico di Torino, Master of science program in Electronic Engineering, 2019

16 April 2021

• Mattia Di Iorio. On the analysis of DRAM faults on ANN applications. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo, Alberto Bosio. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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• Leonardo Barraco. UVM Environment for RISC-V processor. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo. Politecnico di Torino, Master of science program in Electronic Engineering, 2021
  

  

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27 July 2021

• Ghazaleh Rezayat. COMPLEMENTING THE UVM VERIFICATION FRAMEWORK WITH FORMAL TECHNIQUES. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo. Politecnico di Torino, Master of science program in Computer Engineering, 2021

17 December 2021

• Tzamn Melendez Carmona. Deterministic Cache-Based Execution of On-Line Self-Test Routines In Multi-Core Automotive System-On-Chips. Rel. Edgar Ernesto Sanchez Sanchez, Davide Piumatti, Andrea Floridia, Annachiara Ruospo. Politecnico di Torino, Master of science program in Electronic Engineering, 2021
  

  

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• Ilaria Bragaglia. On the analysis of the criticalities of deep neural network. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2021
  

  

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• Gabriel Alejandro Ceron Viveros. Study and analysis of training strategies to improve the reliability of artificial neural networks. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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29 July 2022

• Cosmin Vrinceanu. New strategies for Deep Neural Networks explainability. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo. Politecnico di Torino, Master of science program in Computer Engineering, 2022
  

  

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28 October 2022

• Salvatore Pappalardo. Dependable Hardware for Trustworthy Artificial Intelligence. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo, Alberto Bosio. Politecnico di Torino, Master of science program in Computer Engineering, 2022
  

  

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28 July 2023

• Vittorio Turco. New Techniques for automatic generation of input stimuli for detecting hardware faults in AI-oriented accelerators. Rel. Matteo Sonza Reorda, Annachiara Ruospo, Edgar Ernesto Sanchez Sanchez. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2023
  

  

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27 October 2023

• Antonio Porsia. Image Test Libraries for the on-line self-test of functional units in GPUs running CNNs. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo, Gabriele Gavarini. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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11 April 2024

• Francesco Carpegna. Approccio basato sull'apprendimento automatico per le memorie eNVM nei system on chip automobilistici = Machine learning based approach for eNVM memories in automotive system on chip. Rel. Paolo Bernardi, Giorgio Insinga, Annachiara Ruospo. Politecnico di Torino, Master of science program in Computer Engineering, 2024

31 October 2024

• Giacomo Perlo. Software-based test images for in-field fault detection of hardware accelerators. Rel. Annachiara Ruospo, Edgar Ernesto Sanchez Sanchez. Politecnico di Torino, Master of science program in Computer Engineering, 2024
  

  

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13 December 2024

• Gabriele Donato Pugliese. Sistemi di safety per il controllo e la prevenzione di incidenti sul lavoro = Safety systems for the control and prevention of accidents at work. Rel. Annachiara Ruospo, Edgar Ernesto Sanchez Sanchez. Politecnico di Torino, Master of science program in Computer Engineering, 2024
  

  

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11 April 2025

• Brendon Mendicino. Efficient Compaction and Compression Algorithms for Diagnostic Data from Tests of Memories Embedded in Automotive System-on-Chips. Rel. Paolo Bernardi, Annachiara Ruospo, Giorgio Insinga. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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• Lorenzo Fezza. Fault Detection Metrics in Image Segmentation Neural Networks. Rel. Annachiara Ruospo, Edgar Ernesto Sanchez Sanchez. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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• Paola Matassa. Reliability Evaluation of Convolutional Neural Networks for Multispectral Images Segmentation on Earth Observation Microsatellites. Rel. Annachiara Ruospo, Edgar Ernesto Sanchez Sanchez, Niccolo' Battezzati. Politecnico di Torino, Master of science program in Computer Engineering, 2025

25 July 2025

• Ismiana Qose. UVM verification for Multicore architecture RISC5. Rel. Edgar Ernesto Sanchez Sanchez, Annachiara Ruospo. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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24 October 2025

• Simone Anedda. Advanced AI models for failing modern NVMs memory bitmaps reconstruction. Rel. Paolo Bernardi, Annachiara Ruospo, Giorgio Insinga. Politecnico di Torino, Master of science program in Computer Engineering, 2025

12 December 2025

• Alice Santoro. Design and Evaluation of the Reliability of Convolutional Neural Networks for Earth Observation Applications. Rel. Annachiara Ruospo, Edgar Ernesto Sanchez Sanchez. Politecnico di Torino, Master of science program in Computer Engineering, 2025
• Federica Terramagra. Multiple Statistical Fault Injections for AI systems. Rel. Annachiara Ruospo, Edgar Ernesto Sanchez Sanchez. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  
• Giuseppe Monteasi. Securing On Edge Neural Networks for Real-Time People Detection on Embedded and Privacy by Design Systems = Securing On Edge Neural Networks for Real-Time People Detection on Embedded and Privacy by Design Systems. Rel. Edgar Ernesto Sanchez Sanchez, Antonio Porsia, Annachiara Ruospo. Politecnico di Torino, Master of science program in Computer Engineering, 2025
• Jacopo Notari. Time and Power Analysis for Multi-Core Microcontroller. Rel. Paolo Bernardi, Annachiara Ruospo. Politecnico di Torino, Master of science program in Computer Engineering, 2025

27 March 2026

• Tommaso Montedoro. Hybrid solutions for efficient storage and reconstruction of failing bitmaps. Rel. Paolo Bernardi, Annachiara Ruospo, Giorgio Insinga. Politecnico di Torino, Master of science program in Computer Engineering, 2026