Guopeng Lin

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

K-nearest neighbors (KNN) classification plays a significant role in various applications due to its interpretability. The accuracy of KNN classification relies heavily on large amounts of high-quality data, which are often distributed among different parties and contain sensitive information. Dozen…