Robust image data hiding method based on multiple backups and pixel bit weight

被引:0
|
作者
Dong, Yu [1 ]
Zhang, Xianquan [1 ]
Yu, Chunqiang [2 ]
Tang, Zhenjun [1 ]
Xia, Guoen [3 ]
机构
[1] Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin, Peoples R China
[2] Guangxi Normal Univ, Sch Comp Sci & Informat Technol, Guilin, Peoples R China
[3] Guangxi Univ Finance & Econ, Sch Business Adm, Nanning, Peoples R China
基金
中国国家自然科学基金;
关键词
Data hiding; anti-cropping; anti-noise; multi-backup data; pixel bit weight; reference matrix; RING PARTITION; TRANSFORM;
D O I
10.3233/JIFS-210862
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Digital images are easily corrupted by attacks during transmission and most data hiding methods have limitations in resisting cropping and noise attacks. Aiming at this problem, we propose a robust image data hiding method based on multiple backups and pixel bit weight (PBW). Especially multiple backups of every pixel bit are pre-embedded into a cover image according to a reference matrix. Since different pixel bits have different weights, the most significant bits (MSBs) occupy more weights on the secret image than those of the least significant bits (LSBs). Accordingly, some backups of LSBs are substituted by the MSBs to increase the backups of MSBs so that the quality of the extracted secret image can be improved. Experimental results show that the proposed algorithm is robust to cropping and noise attacks for secret image.
引用
收藏
页码:6935 / 6948
页数:14
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