Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization

Guopeng Lin, Ruisheng Zhou, Shuyu Chen, Weili Han, Jin Tan +3 more
2/14/2026

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@article{lin2026kona,
  title  = {Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization},
  author = {Guopeng Lin and Ruisheng Zhou and Shuyu Chen and Weili Han and Jin Tan and Wenjing Fang and Lei Wang and Tao Wei},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:68129945e06038a68ab656a7aa1dcee520bd6314},
  journal = {ICML 2025 2025}
}

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