计算机工程与科学2024,Vol.46Issue(9) :1598-1605.DOI:10.3969/j.issn.1007-130X.2024.09.009

基于同态加的压缩感知加密域信息隐藏算法

Information hiding algorithm in compressive sensing encrypted domain based on homomorphism addition

李名 信鑫
计算机工程与科学2024,Vol.46Issue(9) :1598-1605.DOI:10.3969/j.issn.1007-130X.2024.09.009

基于同态加的压缩感知加密域信息隐藏算法

Information hiding algorithm in compressive sensing encrypted domain based on homomorphism addition

李名 1信鑫2
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作者信息

  • 1. 河南师范大学计算机与信息工程学院,河南新乡 453007;河南省教育人工智能与个性化学习重点实验室,河南新乡 453007
  • 2. 广州工商学院工学院,广东佛山 528000
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摘要

信息隐藏可为云和物联网环境中的海量数据提供必要的安全保护,传统的加密技术虽然有效保护了图像的隐私,但是无法同时提供版权、完整性等方面的保护,因此,在加密域进行信息隐藏面临着较大的需求和挑战.提出了一种在压缩感知同态加密域进行信息隐藏的算法.首先,对压缩感知的同态性进行探索,发现对压缩感知获得的测量值进行加倍,与直接扩展原始信号后再进行压缩感知具有相同的效果.然后,利用同态加运算实现基于差分扩展的压缩感知加密域的信息隐藏.实验仿真结果表明,该算法具有较好的隐私保护性能和信息隐藏性能,并且与最新的加密域信息隐藏算法相比,具有更高的嵌入容量.

Abstract

Information hiding ensures necessary security of massive data in the cloud and Internet of things environments.Although traditional encryption can protect the privacy of the image effectively,it cannot protect the image in other aspects such as copyright and integrity.Therefore,information hiding in encrypted domain is required and challenged.An information hiding scheme in homomorphic encrypt-ed domain is proposed.Firstly,the homomorphism of compressive sensing is explored,and it is found that doubling the measurements obtained by compressive sensing is equivalent to directly extending the original signal before compressive sensing.Secondly,by using homomorphic addition,information hid-ing in the compressive sensing encrypted domain is realized based on differential extension.The experi-mental simulation results show that the proposed algorithm has satisfactory performances in both priva-cy protection and information hiding,and the embedding capacity is higher than the related state of art works.

关键词

压缩感知/同态加密/差分扩展/信息隐藏

Key words

compressive sensing/homomorphic encryption/differential extension/information hiding

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出版年

2024
计算机工程与科学
国防科学技术大学计算机学院

计算机工程与科学

CSTPCD北大核心
影响因子:0.787
ISSN:1007-130X
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