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Efficient JPEG Batch Steganography Using Intrinsic Energy of Image Contents

  • Xianglei Hu
  • , Jiangqun Ni*
  • , Weizhe Zhang
  • , Jiwu Huang
  • *Corresponding author for this work
  • Sun Yat-Sen University
  • Peng Cheng Laboratory
  • Shenzhen University

Research output: Contribution to journalArticlepeer-review

Abstract

Batch steganography aims at properly allocating a large payload to multiple covers, so as to keep the whole covert communication at a satisfactory level of security. JPEG is currently one of the most widely used formats for image storage and transmission. This paper presents an efficient JPEG batch steganographic scheme, which allocates the payload in a linear manner w.r.t. a new heuristic measure - the intrinsic energy of JPEG image contents, in which more concerns are with the high frequency components, and the proposed measure could also be easily generalized to cover selection in batch steganographic applications. And a calibration strategy is elaborately designed to balance the security level when JPEG covers of various QFs are involved in JPEG batch steganography. In this way, the proposed scheme can effectively resolve the problem that the statistical undetectability fluctuates dramatically w.r.t. the size and quality factor when the batch set is involved with various image parameters, and consequently maintains the overall security of the practical JPEG batch steganographic system. Experimental results show that the proposed method exhibits security performance superior or comparable to the state-of-the-art batch schemes while maintaining a low computational cost.

Original languageEnglish
Pages (from-to)4544-4558
Number of pages15
JournalIEEE Transactions on Information Forensics and Security
Volume16
DOIs
StatePublished - 2021
Externally publishedYes

Keywords

  • Batch steganography
  • JPEG steganography
  • payload allocation
  • signal energy

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