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

Aurélien Bellet, Rachid Guerraoui, Hadrien Hendrikx

Gossip protocols are widely used to disseminate information in massive peer-to-peer networks. These protocols are often claimed to guarantee privacy because of the uncertainty they…