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典型文献
An Efficient and Secure Aggregation Encryption Scheme in Edge Computing
文献摘要:
Edge computing is a highly virtualized paradigm that can services the Internet of Things(IoT)devices more efficiently.It is a non-trivial extension of cloud computing,which can not only meet the big data processing requirements of cloud computing,but also collect and analyze distributed data.However,it inherits many security and privacy challenges of cloud computing,such as:authentication and access control.To address these problem,we proposed a new effi-cient privacy-preserving aggregation scheme for edge computing.Our scheme consists of two steps.First,we divided the data of the end users with the Simu-lated Annealing Module Partition(SAMP)algorithm.And then,the end sensors and edge nodes performed respectively differential aggregation mechanism with the Differential Aggregation Encryption(DAE)algo-rithm which can make noise interference and encryp-tion algorithm with trusted authority(TA).Experiment results show that the DAE can preserve user privacy,and has significantly less computation and communi-cation overhead than existing approaches.
文献关键词:
作者姓名:
Junhua Wu;Xiaofei Sheng;Guangshun Li;Kan Yu;Junke Liu
作者机构:
School of Information Science and Engineering,Qufu Normal University,Rizhao 276800,China;School of Business department,Shandong Yingcai University,China,Ji'nan 250000,China;Shandong Zhengyuan Geological Exploration Institute of Metallurgical Geology of China,Ji'nan 250000,China
引用格式:
[1]Junhua Wu;Xiaofei Sheng;Guangshun Li;Kan Yu;Junke Liu-.An Efficient and Secure Aggregation Encryption Scheme in Edge Computing)[J].中国通信(英文版),2022(03):245-257
A类:
virtualized,encryp
B类:
Efficient,Secure,Aggregation,Encryption,Scheme,Edge,Computing,computing,highly,paradigm,that,services,Internet,Things,IoT,devices,more,efficiently,It,trivial,extension,cloud,which,not,only,meet,big,data,processing,requirements,also,collect,analyze,distributed,However,inherits,many,security,privacy,challenges,such,authentication,access,control,To,address,these,problem,proposed,new,preserving,aggregation,scheme,edge,Our,consists,two,steps,First,divided,end,users,Simu,lated,Annealing,Module,Partition,SAMP,algorithm,And,sensors,nodes,performed,respectively,differential,mechanism,Differential,DAE,make,noise,interference,trusted,authority,TA,Experiment,results,show,preserve,has,significantly,less,computation,communi,overhead,than,existing,approaches
AB值:
0.643016
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