Differentially Private Federated k-Means Clustering with Server-Side Data

Jonathan Scott, Christoph H. Lampert, David Saulpic

2/14/2026

No official code found. Best implementation: jonnyascott/fed-dp-kmeans (6 stars, Apache-2.0, last commit 2025-07-02).

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jonnyascott/fed-dp-kmeansCommunity53%

Apache-2.0

Official Implementation for "Differentially Private Federated k-Means Clustering with Server-Side Data" [ICML 2025]

60Shell, PythonJun 2, 20251 years agoApache-2.0

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@article{scott2026differentially,
  title  = {Differentially Private Federated k-Means Clustering with Server-Side Data},
  author = {Jonathan Scott and Christoph H. Lampert and David Saulpic},
  year   = {2026},
  doi    = {10.48550/arXiv.2506.05408},
  url    = {https://doi.org/10.48550/arXiv.2506.05408},
  journal = {ICML 2025 2025}
}

Differentially Private Federated k-Means Clustering with Server-Side Data

Code Implementations(1)

Cite this paper

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