zzdyyy/Understanding-Adversarial-Attacks-MIA

More information about the paper “Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems”

• For more info about the medical datasets and classifiers, please refer to https://github.com/sgfin/adversarial-medicine and this paper: https://arxiv.org/pdf/1804.05296.pdf

• For more info about the adversarial attack and defence, please refer to https://github.com/xingjunm/lid_adversarial_subspace_detection

• More information about the paper "Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems" itself requires further collation. It will be updated here.

@article{DBLP:journals/pr/MaNGWZBL21,
  author    = {Xingjun Ma and Yuhao Niu and Lin Gu and Yisen Wang and
               Yitian Zhao and James Bailey and Feng Lu},
  title     = {Understanding adversarial attacks on deep learning based medical image analysis systems},
  journal   = {Pattern Recognit.},
  volume    = {110},
  pages     = {107332},
  year      = {2021}
}