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author:

Li, Yingying (Li, Yingying.) [1] | Ma, Jianfeng (Ma, Jianfeng.) [2] | Miao, Yinbin (Miao, Yinbin.) [3] | Wang, Yue (Wang, Yue.) [4] | Yang, Tengfei (Yang, Tengfei.) [5] | Liu, Ximeng (Liu, Ximeng.) [6] (Scholars:刘西蒙) | Choo, Kim-Kwang Raymond (Choo, Kim-Kwang Raymond.) [7]

Indexed by:

EI SCIE

Abstract:

With the advent of cloud computing, explosively increasing images are gradually outsourced to the cloud server for costs saving and feasibility. For security and privacy concerns, images (e.g., medical diagnosis, personal photos) should be encrypted before being outsourced. However, traditional encrypted image retrieval techniques still suffer from costly access control and low search accuracy. To solve these challenging issues, in this article, we first propose a Controllable encrypted cloud image Search scheme in Multi-user settings (namely CSM) by using the polynomial-based access strategy and proxy re-encryption technique. CSM achieves efficient access control and avoids heavy communication overhead caused by key transmission. Then, we improve the basic CSM to achieve malicious search user Tracing (namely TCSM) by utilizing the watermark technique, which can further prevent search users from illegally redistributing retrieved images to unauthorized search users. Our formal security analysis proves that our CSM (or TCSM) can guarantee the privacy of images, indexes, and search queries. Our empirical experiments using real-world datasets demonstrate the efficiency and high accuracy of our CSM (or TCSM) in practice.

Keyword:

Image search multi-user settings polynomial-based access strategy proxy re-encryption watermark

Community:

  • [ 1 ] [Li, Yingying]Xidian Univ, Sch Cyber Engn, Xian, Peoples R China
  • [ 2 ] [Ma, Jianfeng]Xidian Univ, Sch Cyber Engn, Xian, Peoples R China
  • [ 3 ] [Miao, Yinbin]Xidian Univ, Sch Cyber Engn, Xian, Peoples R China
  • [ 4 ] [Wang, Yue]Xidian Univ, Sch Cyber Engn, Xian, Peoples R China
  • [ 5 ] [Li, Yingying]Guangxi Key Lab Cryptog & Informat Secur, Guangxi 541004, Peoples R China
  • [ 6 ] [Ma, Jianfeng]Guangxi Key Lab Cryptog & Informat Secur, Guangxi 541004, Peoples R China
  • [ 7 ] [Miao, Yinbin]Guangxi Key Lab Cryptog & Informat Secur, Guangxi 541004, Peoples R China
  • [ 8 ] [Wang, Yue]Guangxi Key Lab Cryptog & Informat Secur, Guangxi 541004, Peoples R China
  • [ 9 ] [Li, Yingying]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 10 ] [Ma, Jianfeng]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 11 ] [Miao, Yinbin]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 12 ] [Wang, Yue]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 13 ] [Yang, Tengfei]Xian Univ Posts & Telecommun, Sch Cyberspace Secur, Xian 710121, Peoples R China
  • [ 14 ] [Liu, Ximeng]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China
  • [ 15 ] [Liu, Ximeng]Cyberspace Secur Res Ctr, Peng Cheng Lab, Shenzhen 518066, Peoples R China
  • [ 16 ] [Choo, Kim-Kwang Raymond]Univ Texas San Antonio, Dept Informat Syst & Cyber Secur, San Antonio, TX 78249 USA

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Source :

IEEE TRANSACTIONS ON CLOUD COMPUTING

ISSN: 2168-7161

Year: 2022

Issue: 4

Volume: 10

Page: 2936-2948

6 . 5

JCR@2022

5 . 3 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:61

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 20

SCOPUS Cited Count: 21

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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