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Adversarial Attacks

Implemented 2 white box attacks on LeNet syle CNN to change predictions for the targeted and untargeted settings:

  • Fast Gradient Sign Method (FGSM)
  • Iterative Fast Gradient Sign Method (I-FGSM)

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Implementing white box adversarial attacks on parameters and architecture of CNN in PyTorch

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computer-vision deep-learning cnn pytorch fgsm adversarial-attacks i-fgsm

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