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Differential privacy for frequency analysis of software traces. This repo contains the code for the frequency part in Yu's dissertation.

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This is the release of artifacts for Chapter 4 "Local Differential Privacy for Frequency Analysis of Software Traces" and Chapter 5 "Deploying LDP Frequency Analysis of Software Traces" from Yu Hao's Ph.D. dissertation:

@PhDThesis{hao-phd23,
  author = "Yu Hao",
  title =  "Differential Privacy for Analysis of Software Traces",
  school = "Ohio State University",
  month = aug,
  year = 2023
}

Please follow the guide here to reproduce the results in the paper.

These artifacts are based upon work supported by the National Science Foundation under Grant CCF-1907715.

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Differential privacy for frequency analysis of software traces. This repo contains the code for the frequency part in Yu's dissertation.

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