Who started this rumor? Quantifying the natural differential privacy guarantees of gossip protocols

By Aurélien Bellet, Rachid Guerraoui, Hadrien Hendrikx. 2019

9 citations recorded by the source corpus.

Citations in the corpus

• Privacy Amplification by Decentralization (2020, unknown): “We would also like to study randomized gossip algorithms (Boyd et al., 2006), which are popular for decentralized optimization in machine learning (Colin et al., 2016) and were recently shown to provide DP guarantees in the context of rumor spreading (Bellet et al., 2020).”