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SCI-FI

Background

SCI-FI is a powerful PyTorch based Fault Injector (FI) that allows to simulate the behaviour of a Deep Neural Network in case of a fault in the underlying hardware.

Citation

If you find our work interesting and you want to use it for your research work, please cite use:

@INPROCEEDINGS{10173957,
  author={Gavarini, G. and Ruospo, A. and Sanchez, E.},
  booktitle={2023 IEEE European Test Symposium (ETS)}, 
  title={SCI-FI: a Smart, aCcurate and unIntrusive Fault-Injector for Deep Neural Networks}, 
  year={2023},
  volume={},
  number={},
  pages={1-6},
  doi={10.1109/ETS56758.2023.10173957}}