https://github.com/rickyxume/differential-privacy

A papers/tutorials/projects collection of differential-privacy.
https://github.com/rickyxume/differential-privacy

Last synced: 20 days ago
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A papers/tutorials/projects collection of differential-privacy.

• Host: GitHub
• URL: https://github.com/rickyxume/differential-privacy
• Owner: rickyxume
• License: mit
• Created: 2021-07-14T07:20:33.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-07-14T14:21:58.000Z (over 3 years ago)
• Last Synced: 2023-09-10T15:58:12.324Z (over 1 year ago)
• Size: 589 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# differential-privacy

A papers/tutorials/projects collection of differential-privacy.

(a begin-learner's learning records)

## Related papers

### Classic DP

2006微软Dwork首次提出Differential Privacy

### RecSys & DP

2009微软KDD首次应用推荐系统_McSherry_Differentially private recommender systems：Building Privacy into the Netflix Prize Contenders

###  GAN & DP

2021:

Paper: [DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation](https://export.arxiv.org/pdf/2002.11603) 

Code: [ParkLabML/DP-MERF](https://github.com/ParkLabML/DP-MERF)

### Related projects

[menisadi/awesome-differential-privacy](https://github.com/menisadi/awesome-differential-privacy)