On the Robustness of LDP Protocols for Numerical Attributes under Data Poisoning Attacks

Xiaoguang Li, Zitao Li, Ninghui Li +1

Recent studies reveal that local differential privacy (LDP) protocols are vulnerable to data poisoning attacks where an attacker can manipulate the final estimate on the server by…