Based on the 352nd Shuangqing Forum of National Natural Science Foundation of China,this article elaborates the importance of privacy computing in solving the major needs of the national digital economy.Besides,this article analyzes both domestic and international research focus in this area,elucidates the connotations and extensions of privacy computing,and revisits its research journey across three dimensions:privacy encryption,privacy anonymization,and new types of privacy computing under non-regular game theory.Moreover,this article succinctly addresses critical foundational scientific issues in privacy computing,such as non-standard game theory,full lifecycle privacy preserving,and the federated computing paradigm.Finally,this article discusses the important future research directions in this field,aiming to further advance the breakthrough development and application of privacy computing theories,methods,and technologies in China.
关键词
隐私计算/加密与脱敏/非规则博弈/全生命周期/联邦计算
Key words
privacy computing/encryption and anonymization/Non-Standard Game Theory/full lifecycle/federated computing
维普
万方数据