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https://priyakalot.github.io/ViP-demo/
https://priyakalot.github.io/ViP-demo/
Last synced: 2 days ago
JSON representation
- Host: GitHub
- URL: https://priyakalot.github.io/ViP-demo/
- Owner: priyakalot
- Created: 2021-12-17T06:35:16.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-06-18T21:05:04.000Z (about 1 year ago)
- Last Synced: 2024-03-09T03:35:14.792Z (4 months ago)
- Language: JavaScript
- Size: 56.6 KB
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Lists
- awesome-differential-privacy - Visualizing the accuracy-privacy trade-off - Demo
README
# ViP-demo
Nanayakkara, P., Bater, J., He, X., Hullman, J., Rogers, J. (2022). Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases. _PoPETS_.
This is a demo version of **Vi**sualizing **P**rivacy (ViP), an interactive visualization interface for differential privacy (DP). We present the design and evaluation of the interface in our paper. A user can adjust the amount of privacy budget allocated to each query to see impacts on accuracy and risk (through their respective visualizations)---in this way, ViP is aimed at facilitating reasoning around key DP tradeoffs to assist in setting/splitting privacy budgets.
The live demo can be found [here](https://priyakalot.github.io/ViP-demo/).
To run locally, download the repository's files and open index.html in a browser (Chrome should work fine).