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  • 标题:On Privatizing Equilibrium Computation in Aggregate Games over Networks
  • 本地全文:下载
  • 作者:Shripad Gade ; Anna Winnicki ; Subhonmesh Bose
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:2
  • 页码:3272-3277
  • DOI:10.1016/j.ifacol.2020.12.1134
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractWe propose a distributed algorithm to compute an equilibrium in aggregate games where players communicate over a fixed undirected network. Our algorithm exploits correlated perturbation to obfuscate information shared over the network. We prove that our algorithm does not reveal private information of players to an honest-but-curious adversary who monitors several nodes in the network. In contrast with differential privacy based algorithms, our method does not sacrifice accuracy of equilibrium computation to provide privacy guarantees.
  • 关键词:KeywordsPrivacyNash Equilibrium ComputationNetworked Aggregate Games
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