Data Poisoning Attacks to Locally Differentially Private Frequent Itemset Mining Protocols

Wei Tong, Haoyu Chen, Jiacheng Niu +1

Local differential privacy (LDP) provides a way for an untrusted data collector to aggregate users' data without violating their privacy. Various privacy-preserving data analysis t…