NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation

Tong Zhou, Yukui Luo, Shaolei Ren, Xiaolin Xu. NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 42614-42624, PMLR, 2023. [doi]

@inproceedings{ZhouLRX23,
  title = {NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation},
  author = {Tong Zhou and Yukui Luo and Shaolei Ren and Xiaolin Xu},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/zhou23h.html},
  researchr = {https://researchr.org/publication/ZhouLRX23},
  cites = {0},
  citedby = {0},
  pages = {42614-42624},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}