Expected 10-anonymity of HyperLogLog sketches for federated queries of clinical data repositories
Ziye Tao, Griffin M. Weber, Yun William Yu
The paper proves theoretical bounds on the 10-anonymity privacy risk of using HyperLogLog sketches for federated clinical data queries and provides code to compute these bounds.
Bioinformatics · Apr 27, 2021Peer-reviewedBioinformatics