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PointSecGuard

The code of the paper "On Adversarial Robustness of Point Cloud Semantic Segmentation"

  • Check the blog to get a high-level understanding: link

Structure

  • ResGCN: Check the README.md in ResGCN folder.
  • PoineNet++: Check the README.md in PointNet++ folder.
  • RandLA-Net: Check the README.md in RandLA-Net folder.

Thank

Thanks for the authors of the code we mentioned in the paper to share their codes and models.

Citation

@inproceedings{DBLP:conf/dsn/XuZFDL23,
  author       = {Jiacen Xu and
                  Zhe Zhou and
                  Boyuan Feng and
                  Yufei Ding and
                  Zhou Li},
  title        = {On Adversarial Robustness of Point Cloud Semantic Segmentation},
  booktitle    = {53rd Annual {IEEE/IFIP} International Conference on Dependable Systems
                  and Network, {DSN} 2023, Porto, Portugal, June 27-30, 2023},
  pages        = {531--544},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DSN58367.2023.00056},
  doi          = {10.1109/DSN58367.2023.00056},
  timestamp    = {Tue, 15 Aug 2023 11:43:57 +0200},
  biburl       = {https://dblp.org/rec/conf/dsn/XuZFDL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}