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README.md

Source code for the paper accepeted in NIPS'19: In-Place Zero-Space Memory Protection for CNN

Scripts

  • To reproduce results in Table 1 of the paper:

./run_accuracy.sh

  • To reproduce WOT results in Figures 3 and 4:

./run_wot.sh

  • To reproduce fault injection experiments in Table 2:

./run_fault_injection.sh

Required Packages

  • pytorch 1.1.0
  • torchvision 0.3.0
  • distiller 0.4.0
  • bitstring 3.1.5

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source code to reproduce results in NIPS'19 paper

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