BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements

Xiaoyi Chen, Ahmed Salem 0001, Dingfan Chen, Michael Backes 0001, ShiQing Ma, Qingni Shen, Zhonghai Wu, Yang Zhang 0016. BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements. In ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6 - 10, 2021. pages 554-569, ACM, 2021. [doi]

@inproceedings{Chen0C0MSW021,
  title = {BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements},
  author = {Xiaoyi Chen and Ahmed Salem 0001 and Dingfan Chen and Michael Backes 0001 and ShiQing Ma and Qingni Shen and Zhonghai Wu and Yang Zhang 0016},
  year = {2021},
  doi = {10.1145/3485832.3485837},
  url = {https://doi.org/10.1145/3485832.3485837},
  researchr = {https://researchr.org/publication/Chen0C0MSW021},
  cites = {0},
  citedby = {0},
  pages = {554-569},
  booktitle = {ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6 - 10, 2021},
  publisher = {ACM},
  isbn = {978-1-4503-8579-4},
}