Matrix-Based Secret Sharing for Reversible Data Hiding in Encrypted Images

Zhongyun Hua, Yanxiang Wang, Shuang Yi, Yifeng Zheng, Xingyu Liu, Yongyong Chen, Xinpeng Zhang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

25 Citations (Scopus)

Abstract

Traditional schemes for reversible data hiding in encrypted images (RDH-EI) focus on one data hider and cannot resist the single point of failure. Besides, the image security is determined by one party, rather than multiple parties. Thus, it is valuable to design RDH-EI schemes with multiple data hiders for stronger security. In this article, we propose a multiple data hiders-based RDH-EI scheme using a new secret sharing technique. First, we devise an (r,n)-threshold (r≤n) matrix-based secret sharing (MSS) using matrix theory, and theoretically verify its efficacy and security properties. Then, using the MSS, we propose an (r,n)-threshold RDH-EI scheme called MSS-RDHEI. The content owner encrypts an image to be n encrypted images using the MSS with an encryption key, and outsources these encrypted images to n data hiders. Each data hider can embed some data, e.g., copyright and identification information, into the encrypted image for the purposes of storage, management, or other processing, and these data can also be losslessly extracted. An authorized receiver can recover the confidential image from r encrypted images. By designing, our MSS-RDHEI scheme can withstand n-r points of failure. Experimental results show that it ensures the image content confidentiality and achieves a much larger embedding capacity than state-of-the-art schemes.

Original languageEnglish
Pages (from-to)3669-3686
Number of pages18
JournalIEEE Transactions on Dependable and Secure Computing
Volume20
Issue number5
DOIs
Publication statusPublished - 1 Sept 2023

Keywords

  • Encrypted image
  • information processing in encrypted domain
  • multiple data-hiders
  • reversible data hiding
  • secret sharing

ASJC Scopus subject areas

  • General Computer Science
  • Electrical and Electronic Engineering

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