DPFreqProf: Differentially-Private Software Frequency Profiling Under Linear Constraints

This release includes the code and the dataset described in the following paper:

@inproceedings{zhang-oopsla20,
  title = {Differentially-Private SoftwareFrequency Profiling under Linear Constraints},
  author = {Zhang, Hailong and Hao, Yu and Latif, Sufian and Bassily, Raef and Rountev, Atanas},
  journal = "{Proceedings of the ACM on Programming Languages}",
  number = OOPSLA,
  volume = 4,
  month = nov,
  year = 2020,
  articleno = 203,
  numpages = 24
}

Follow the instructions here to reproduce the results in the paper.

If you have any question, please contact the authors of the paper or submit an issue.