典型文献
Semantic and secure search over encrypted outsourcing cloud based on BERT
文献摘要：
Searchable encryption provides an effective way for data security and privacy in cloud storage.Users can retrieve encrypted data in the cloud under the premise of protecting their own data security and privacy.However,most of the current content-based retrieval schemes do not contain enough semantic information of the article and cannot fully reflect the semantic information of the text.In this paper,we propose two secure and semantic retrieval schemes based on BERT(bidirectional encoder representations from transfor-mers)named SSRB-1,SSRB-2.By training the documents with BERT,the keyword vector is generated to contain more semantic information of the documents,which improves the accuracy of retrieval and makes the retrieval result more consistent with the user's intention.Finally,through testing on real data sets,it is shown that both of our solutions are feasible and effective.
文献关键词：
中图分类号：
作者姓名：
Zhangjie FU;Yan WANG;Xingming SUN;Xiaosong ZHANG
作者机构：
Engineering Research Center of Digital Forensice,Ministry of Education,Nanjing University of Information Science and Technology,Nanjing 210044,China;School of Computer and Software,Nanjing University of Information Science and Technology,Nanjing 210044,China;School of Computer Science and Engineering,University of Electronic Science and Technology of China,Chengdu 611731,China
文献出处：
引用格式：
[1]Zhangjie FU;Yan WANG;Xingming SUN;Xiaosong ZHANG-.Semantic and secure search over encrypted outsourcing cloud based on BERT)[J].计算机科学前沿,2022(02):145-152
A类：
Searchable,SSRB
B类：
Semantic,secure,search,over,encrypted,outsourcing,cloud,BERT,encryption,provides,effective,way,data,security,privacy,storage,Users,retrieve,under,premise,protecting,their,However,most,current,content,retrieval,schemes,contain,enough,semantic,information,article,cannot,fully,reflect,text,In,this,paper,propose,two,bidirectional,encoder,representations,from,transfor,mers,named,By,training,documents,keyword,vector,generated,more,which,improves,accuracy,makes,result,consistent,user,intention,Finally,through,testing,real,sets,shown,that,both,solutions,are,feasible
AB值：
0.574231
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