AuSR1: Authentication and self-recovery using a new image inpainting technique with LSB shifting in fragile image watermarking

被引:31
作者
Aminuddin, Afrig [1 ]
Ernawan, Ferda [2 ,3 ]
机构
[1] Univ Amikom, Fac Comp Sci, Dept Informat, Yogyakarta, Indonesia
[2] Univ Malaysia Pahang, Coll Comp & Appl Sci, Fac Comp, Dept Comp G & Multimedia, Kuantan, Malaysia
[3] Univ Malaysia Pahang, Coll Comp & Appl Sci, Fac Comp, Kuantan 26600, Malaysia
关键词
Blind fragile watermarking; Self-embedding; Image authentication; Self-recovery; Image inpainting; EMBEDDING WATERMARKING; TAMPERING DETECTION; SCHEME; LOCALIZATION; TRANSFORM; ALGORITHM; SELECTION;
D O I
10.1016/j.jksuci.2022.02.009
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapid development of multimedia technology, editing and manipulating digital images have become more accessible than ever. This paper proposed color image authentication based on blind fragile image watermarking for tamper detection and self-recovery named AuSR1. The AuSR1 divides each chan-nel of the cover image into non-overlapping blocks with the size of 2 x 2 pixels. The authentication data is embedded into the original block location, while the recovery data is embedded into the distant loca-tion from the original location based on the block mapping algorithm. The watermark data is then embedded into the 2 LSB to achieve high quality of the recovered image under tampering attacks. In addi-tion, the permutation algorithm is applied to ensure the security of the watermark data. The AuSR1 uti-lizes a three-layer authentication algorithm to achieve a high detection rate. The experimental results show that the scheme produced a PSNR value of 45.57 dB and an SSIM value of 0.9972 of the water-marked images. Furthermore, the AuSR1 detected the tampered area of the images with a high precision value of 0.9943. In addition, the recovered image achieved a PSNR value of 27.64 dB and an SSIM value of 0.9339 on a 50% tampering rate.(c) 2022 The Authors. Published by Elsevier B.V. on behalf of King Saud University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:5822 / 5840
页数:19
相关论文
共 48 条
[1]   Multi-Block Color-Binarized Statistical Images for Single-Sample Face Recognition [J].
Adjabi, Insaf ;
Ouahabi, Abdeldjalil ;
Benzaoui, Amir ;
Jacques, Sebastien .
SENSORS, 2021, 21 (03) :1-21
[2]   Past, Present, and Future of Face Recognition: A Review [J].
Adjabi, Insaf ;
Ouahabi, Abdeldjalil ;
Benzaoui, Amir ;
Taleb-Ahmed, Abdelmalik .
ELECTRONICS, 2020, 9 (08) :1-53
[3]   A new digital image tamper detection algorithm based on integer wavelet transform and secured by encrypted authentication sequence with 3D quantum map [J].
Barani, Milad Jafari ;
Valandar, Milad Yousefi ;
Ayubi, Peyman .
OPTIK, 2019, 187 :205-222
[4]   A Bayer pattern-based fragile watermarking scheme for color image tamper detection and restoration [J].
Belferdi, Wassila ;
Behloul, Ali ;
Noui, Lemnouar .
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2019, 30 (03) :1093-1112
[5]   A Comprehensive Framework for Image Inpainting [J].
Bugeau, Aurelie ;
Bertalmio, Marcelo ;
Caselles, Vicent ;
Sapiro, Guillermo .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2010, 19 (10) :2634-2645
[6]   Hierarchical recovery for tampered images based on watermark self-embedding [J].
Cao, Fang ;
An, Bowen ;
Wang, Jinwei ;
Ye, Dengpan ;
Wang, Huili .
DISPLAYS, 2017, 46 :52-60
[7]   Secure spread spectrum watermarking for multimedia [J].
Cox, IJ ;
Kilian, J ;
Leighton, FT ;
Shamoon, T .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (12) :1673-1687
[8]   An effective SVD-based image tampering detection and self-recovery using active watermarking [J].
Dadkhah, Sajjad ;
Abd Manaf, Azizah ;
Hori, Yoshiaki ;
Hassanien, Aboul Ella ;
Sadeghi, Somayeh .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2014, 29 (10) :1197-1210
[9]   Automatic Pain Estimation from Facial Expressions: A Comparative Analysis Using Off-the-Shelf CNN Architectures [J].
El Morabit, Safaa ;
Rivenq, Atika ;
Zighem, Mohammed-En-nadhir ;
Hadid, Abdenour ;
Ouahabi, Abdeldjalil ;
Taleb-Ahmed, Abdelmalik .
ELECTRONICS, 2021, 10 (16)
[10]   An enhanced fragile watermarking scheme to digital image protection and self-recovery [J].
Fan, MingQuan ;
Wang, HongXia .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2018, 66 :19-29