Differentially-Private-Text-Representations

Code for SIGIR'20 paper "Towards Differentially Private Text Representations".

How to run:

Data folder: data/sentiment_analysis
python sentiment_analysis_ldp_github.py

Requirements:

python3
tensorflow
keras

Bibtex

Remember to cite the following papers if you use any part of the code:

@article{lyu2020towards,
  title={Towards Differentially Private Text Representations},
  author={Lyu, Lingjuan and Li, Yitong and He, Xuanli and Xiao, Tong},
  journal={arXiv preprint arXiv:2006.14170},
  year={2020}
}