Computer Science

Computer Science ›› 2022, Vol. 49 ›› Issue (12): 368-373.doi: 10.11896/jsjkx.220600139

• Information Security • Previous Articles     Next Articles

Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4

ZHANG Guo-mei1 MA Lin-juan2, ZHANG Fu-quan2, LI Qing-zhen3   

  1. 1 School of Computer Science and Engineering,Guangzhou Institute of Science and Technology,Guangzhou 510540,China
    2 School of Computer Science & Technology,Beijing Institute of Technology,Beijing 100081,China
    3 Institute of Data Rule of Law,China University of Political Science and Law,Beijing 102249,China
  • Received:2022-06-15 Revised:2022-07-25 Published:2022-12-14
  • About author:ZHANG Guo-mei,born in 1979,postgraduate,lecturer.Her main research interests include visual processing,graphics processing,virtual reality technology and application.
  • Supported by:
    National Natural Science Foundation of China(61601189) and Scientific Research Projects of Colleges in Guangdong Province(2019KTSCX243,2021ZDZX1070).

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Abstract: Aiming at the information security problem of sharing images on social platforms,a selective region of interest(ROI) image encryption scheme based on YOLO v4 and hybrid chaotic map encryption is proposed.By utilizing YOLO v4,the uploaded image is automatically detected and the candidate bounding boxes to be encrypted are provided.Then the image areas selected by user are encrypted with the proposed hybrid encryption algorithm combining cosine and polynomial mapping,so that only legally authorized users can access the sensitive information of the shared image.Through the secret key issuing and authorization mecha-nism,the protection of sensitive information of the image forwarded by a third party is realized.Statistical and security analysis results prove that the proposed scheme can resist various attacks,and the processing speed can meet the real-time needs of online users.

Key words: Image encryption, Shared image, Chaotic map, YOLO v4, Region of interest

CLC Number: 

  • TP309
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