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README.md

README.md

 
 

evaluate_attacks.py

evaluate_attacks.py

 
 

evaluate_minibatch.py

evaluate_minibatch.py

 
 

fgsm.py

fgsm.py

 
 

input_gradient_calculation.py

input_gradient_calculation.py

 
 

model_loader.py

model_loader.py

 
 

nn_models.py

nn_models.py

 
 

pgd.py

pgd.py

 
 

run_script.sh

run_script.sh

 
 

utils.py

utils.py

 
 

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spikingNN-adversarial-attack

FGSM and PGD adversarial attack on Spiking Neural Network (SNN). Run command:

./run_script.sh

ANN checkpoints

VGG5 CIFAR10

SNN checkpoints

VGG5 CIFAR10

Citation

The method used for generating gradient-based adversarial attack from SNN is described in this ECCV paper

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