Skip to main navigation Skip to search Skip to main content

Secure reversible image data hiding over encrypted domain via key modulation

  • Jiantao Zhou
  • , Weiwei Sun
  • , Li Dong
  • , Xianming Liu
  • , Oscar C. Au
  • , Yuan Yan Tang
  • University of Macau
  • School of Computer Science and Technology, Harbin Institute of Technology
  • Hong Kong University of Science and Technology

Research output: Contribution to journalArticlepeer-review

Abstract

This paper proposes a novel reversible image data hiding scheme over encrypted domain. Data embedding is achieved through a public key modulation mechanism, in which access to the secret encryption key is not needed. At the decoder side, a powerful two-class SVM classifier is designed to distinguish encrypted and nonencrypted image patches, allowing us to jointly decode the embedded message and the original image signal. Compared with the state-of-the-art methods, the proposed approach provides higher embedding capacity and is able to perfectly reconstruct the original image as well as the embedded message. Extensive experimental results are provided to validate the superior performance of our scheme.

Original languageEnglish
Article number7067375
Pages (from-to)441-452
Number of pages12
JournalIEEE Transactions on Circuits and Systems for Video Technology
Volume26
Issue number3
DOIs
StatePublished - Mar 2016
Externally publishedYes

Keywords

  • Reversible image data hiding (RIDH)
  • SVM
  • feature extraction
  • signal processing over encrypted domain

Fingerprint

Dive into the research topics of 'Secure reversible image data hiding over encrypted domain via key modulation'. Together they form a unique fingerprint.

Cite this