DPGRAPH

DPGraph is a web-based end-to-end benchmark platform built for researchers and practitioners to evaluate differentially private algorithms on graph data. This platform supports a rich set of tunable algorithms for popular graph statistics, including degree distribution and subgraph counting, with different differential privacy guarantees. We hope to support users to understand the trade-off between privacy, accuracy, and performance of existing work and discover suitable algorithms for their applications.