Robust Estimation of Sparse Numerical Vectors under Local Differential Privacy

Puning Zhao, Zhikun Zhang, Shaowei Wang +5

Local differential privacy (LDP) protocols are vulnerable to poisoning attacks. Existing research have proposed efficient defense strategies for single-item users. However, in prac…