LDP-FPMiner: FP-Tree Based Frequent Itemset Mining with Local Differential Privacy

Zhili Chen, Jiali Wang

Data aggregation in the setting of local differential privacy (LDP) guarantees strong privacy by providing plausible deniability of sensitive data. Existing works on this issue mos…