Towards Intelligent Data Processing: A Verifiable and Lightweight Searchable Encryption Scheme with Constant Client-Side Storage Cost

被引:0
|
作者
Gu, Jiaxin [1 ]
Zheng, Wenying [2 ]
Vijayakumar, Pandi [3 ]
Gupta, Brij B. [4 ,5 ,6 ]
Sivaraman, Audithan [7 ]
Almomani, Ammar [8 ,9 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing, Peoples R China
[2] Zhejiang Sci Tech Univ, Sch Comp Sci & Technol, Hangzhou, Peoples R China
[3] Univ Coll Engn, Dept Comp Sci & Engn, Tindivanam, India
[4] Asia Univ, Dept Comp Sci & Informat Engn, Taichung, Taiwan
[5] Lebanese Amer Univ, Beirut, Lebanon
[6] King Abdulaziz Univ, Dept Comp Sci, Jeddah, Saudi Arabia
[7] Netaji Subhas Univ Technol, Dept Informat Technol, New Delhi, India
[8] Skyline Univ Coll, Res & Innovat Dept, Sharjah, U Arab Emirates
[9] Al Balqa Appl Univ, Al Huson Univ Coll, Dept Informat Technol, Irbid, Jordan
基金
中国国家自然科学基金;
关键词
Intelligent Data Processing; Ciphertext Retrieval; Verifiability; Forward & Backward Security; Constant Storage Overhead; Two-level Structure; Smart Cloud; SUPPORT;
D O I
10.22967/HCIS.2023.13.053
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The practicality and mature technology of the smart cloud have promoted the development of cloud computing, making cloud infrastructure an important platform for processing data. Then searchable encryption technology was proposed to realize ciphertext retrieval and improve data retrieval efficiency. Widespread utilization of the cloud is hindered by security and efficiency, especially in the background of the massive datasets and frequent operations. In response to the above problems, we propose a verifiable and lightweight searchable encryption (VL-SE) scheme with a two-level index structure. This structure helps improve the efficiency of data retrieval, and the special pointers inserted into the structure ensure the security of the information. We also introduce a multi-set hash function to guarantee the correctness of the information. Moreover, the local state is set to effectively decrease the storage cost of the client and helps achieve forward and backward security. We conduct an experiment and present the security analysis to prove that our VL-SE scheme can process intelligent data safely and efficiently.
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页数:17
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