sisaman / GAP

GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)

Date Created 2021-08-19 (3 years ago)

Commits 537 (last one about a year ago)

Stargazers 44 (0 this week)

Watchers 2 (0 this week)

Forks 12

License cc0-1.0

Ranking

RepositoryStats indexes 579,238 repositories, of these sisaman/GAP is ranked #494,152 (15th percentile) for total stargazers, and #475,806 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #13,284/16,882.

sisaman/GAP is also tagged with popular topics, for these it's ranked: deep-learning (#7,406/8339), pytorch (#5,222/5908), graph-neural-networks (#472/568)

Other Information

sisaman/GAP has Github issues enabled, there are 2 open issues and 7 closed issues.

There have been 1 release, the latest one was published on 2022-11-21 (about a year ago) with the name USENIX Camera-Ready.

All Topics

pytorch deep-learning pytorch-geometric graph-deep-learning differential-privacy graph-neural-networks privacy-preserving-machine-learning

Star History

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

400 commits on the default branch (master) since jan '22

Yearly Commits

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Issue History

Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-11-07 @ 07:58am, id: 398019511 / R_kgDOF7lLtw