works on
local differential privacy 1poisoning attacks 1randomized projection 1robust statistics 1sparse vector estimation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

stat.ML2026

Robust Estimation of Sparse Numerical Vectors under Local Differential Privacy

Puning Zhao, Zhikun Zhang, Shaowei Wang +5

The paper proposes a Randomized Projection with Clipping (RPC) method to robustly estimate sparse numerical vectors under local differential privacy, providing theoretical error gu…