Wang, Peng and Lu, Yang and Lian, Jianming and Pan, Lulu and Shao, Haibin and Li, Ning (2025) Privacy-Preserving Average Consensus With Beaver Triple and Communication Obfuscation. IEEE Transactions on Automatic Control, 70 (7): 7. pp. 4801-4808. ISSN 0018-9286
Full text not available from this repository.Abstract
A privacy-preserving average consensus algorithm is proposed that synergizes the Beaver triple in secret sharing theory and noise obfuscation. The algorithm safeguards the initial values of agents against passive adversaries in a multiagent system. It is proved that the proposed algorithm can concurrently ensure average consensus and privacy, while also reducing the online computation and communication overhead compared to encryption-based ones. In addition, it imposes a less stringent condition for privacy preservation compared to certain noise-obfuscation techniques.