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author:

Tong, Qiuyun (Tong, Qiuyun.) [1] | Miao, Yinbin (Miao, Yinbin.) [2] | Liu, Ximeng (Liu, Ximeng.) [3] | Choo, Kim-Kwang Raymond (Choo, Kim-Kwang Raymond.) [4] | Deng, Robert H. (Deng, Robert H..) [5] | Li, Hongwei (Li, Hongwei.) [6]

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EI

Abstract:

Cloud-assisted Internet of Things (IoT) is increasingly prevalent used in various fields, such as the healthcare system. While in such a scenario, sensitive data (e.g., personal electronic medical records) can be easily revealed, which incurs potential security challenges. Thus, Symmetric Searchable Encryption (SSE) has been extensively studied due to its capability of supporting efficient search on encrypted data. However, most SSE schemes require the data owner to share the complete key with query users and take malicious cloud servers out of consideration. Seeking to address these limitations, in this article we propose a Verifiable Privacy-preserving data Search scheme with Limited key-disclosure (VPSL) for cloud-assisted Internet of Things. VPSL first designs a trapdoor generation protocol for obtaining a trapdoor with disclosing limited key information and without revealing plaintext query points to others. Then, VPSL provides an efficient result verification and search processing by employing the Merkle hash tree structure and k-means clustering technique, respectively. VPSL is secure against the level-2 attack. Finally, an enhanced VPSL (called VPSL+) resisting the level-3 attack is constructed by introducing the random splitting technique. Empirical experiments demonstrate the accuracy and efficiency of VPSL or VPSL+ using real-world datasets. © 2013 IEEE.

Keyword:

Cloud computing Cluster analysis Internet of things Medical computing Privacy-preserving techniques Search engines Sensitive data Trees (mathematics)

Community:

  • [ 1 ] [Tong, Qiuyun]Xidian University, School of Cyber Engineering, Xi'an; 710071, China
  • [ 2 ] [Tong, Qiuyun]Guangxi Key Laboratory of Cryptography and Information Security, Guilin; 541004, China
  • [ 3 ] [Miao, Yinbin]Xidian University, School of Cyber Engineering, Xi'an; 710071, China
  • [ 4 ] [Miao, Yinbin]Guangxi Key Laboratory of Cryptography and Information Security, Guilin; 541004, China
  • [ 5 ] [Liu, Ximeng]Fuzhou University, School of Mathematics and Computer Science, Key Laboratory of Information Security of Network Systems, Fuzhou; 350108, China
  • [ 6 ] [Choo, Kim-Kwang Raymond]University of Texas at San Antonio, School of Information Systems and Cyber Security, San Antonio; TX; 78249, United States
  • [ 7 ] [Deng, Robert H.]Singapore Management University, School of Information Systems, 178902, Singapore
  • [ 8 ] [Li, Hongwei]University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu; 610051, China

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Source :

IEEE Transactions on Cloud Computing

Year: 2022

Issue: 4

Volume: 10

Page: 2964-2976

6 . 5

JCR@2022

5 . 3 0 0

JCR@2023

ESI HC Threshold:61

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 18

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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