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A curated list of papers on adversarial machine learning (adversarial examples and defense methods).

License: MIT License

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adversarial-attacks adversarial-defense adversarial-examples adversarial-machine-learning machine-learning

attack-and-defense-methods's Introduction

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Tao Bai [homepage]

  • ๐ŸŽ“ currently a CS Ph.D. student@Nanyang Technological University.
  • ๐Ÿ”จ interested in and working on adversarial machine learning.
  • ๐Ÿ™Œ open for internships (2022 spring&summer in China&Singapore) and collaborations.

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attack-and-defense-methods's Issues

A little bug for calculating the time.

Firstly, thanks for the nice contributions.

I have a little advice for your demo code :

https://github.com/Harry24k/adversarial-attacks-pytorch/blob/master/demos/White%20Box%20Attack%20(ImageNet).ipynb

The third part:3. Adversarial Attack
in the loop
"
for images, labels in data_loader:
start = time.time()
โ€ฆโ€ฆ
"
I think 'start' should be outside of the loop. I know the demo only have an image in the dataset, but when I apply it to other common datasets with batch size larger than 1, it may lead to some confusion.

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