Analyzing and Defending against Membership Inference Attacks in Natural Language Processing Classification

Yijue Wang, Nuo Xu, Shaoyi Huang, Kaleel Mahmood, Dan Guo, Caiwen Ding, Wujie Wen, Sanguthevar Rajasekaran. Analyzing and Defending against Membership Inference Attacks in Natural Language Processing Classification. In Shusaku Tsumoto, Yukio Ohsawa, Lei Chen 0002, Dirk Van den Poel, Xiaohua Hu 0001, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan 0001, editors, IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. pages 5823-5832, IEEE, 2022. [doi]

@inproceedings{WangXHMGDWR22,
  title = {Analyzing and Defending against Membership Inference Attacks in Natural Language Processing Classification},
  author = {Yijue Wang and Nuo Xu and Shaoyi Huang and Kaleel Mahmood and Dan Guo and Caiwen Ding and Wujie Wen and Sanguthevar Rajasekaran},
  year = {2022},
  doi = {10.1109/BigData55660.2022.10020711},
  url = {https://doi.org/10.1109/BigData55660.2022.10020711},
  researchr = {https://researchr.org/publication/WangXHMGDWR22},
  cites = {0},
  citedby = {0},
  pages = {5823-5832},
  booktitle = {IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022},
  editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen 0002 and Dirk Van den Poel and Xiaohua Hu 0001 and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan 0001},
  publisher = {IEEE},
  isbn = {978-1-6654-8045-1},
}