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Randomized average consensus based on additive privacy sharing | Synapse
March 3, 2026
Randomized average consensus based on additive privacy sharing
DL
Dongyu Li
National University of Singapore
SR
Shanyao Ren
Beihang University
HW
Hanzhou Wang
Beihang University
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Key Points
Additive privacy sharing improves security while computing the randomized average consensus.
The method achieves privacy preservation with minimal impact on accuracy during data aggregation.
Distributed algorithms facilitate real-time data processing, enhancing system efficiency without compromising user confidentiality.
Findings may enable broader applications in fields requiring secure data sharing and aggregation.
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Cite This Study
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Li et al. (Wed,) studied this question.
synapsesocial.com/papers/69a7606dc6e9836116a2d294
https://doi.org/https://doi.org/10.1016/j.automatica.2026.112847