Embedding in medical images: an efficient scheme for authentication and tamper localization

被引:0
作者
Nasir N. Hurrah
Shabir A. Parah
Javaid A. Sheikh
机构
[1] University of Kashmir,Department of Electronics and IT
来源
Multimedia Tools and Applications | 2020年 / 79卷
关键词
E-healthcare; Electronic medical record (EMR); Security; Reversibility; Watermarking; Tamper detection; Tamper localization;
D O I
暂无
中图分类号
学科分类号
摘要
In e-healthcare applications integrity of the received information is of prime importance for ensuring the accurate diagnosis. The integrity of electronic medical record (EMR) is possible only when the medical images and other relevant data received are tamper free. Reversibility of medical images after certain degree of processing is always a desired property in medical images as it aids proper diagnosis. This paper proposes a novel reversible image authentication (RIA) scheme for tamper detection and authentication of medical images. In the proposed RIA scheme, the medical image is divided into 4 × 4 blocks followed by embedding fragile watermark bit (for authentication) in each of these blocks. Along with authentication, the localization of tamper is achieved accurately by using LSB embedding along with mean modification approach. The security of the watermark has been enhanced with Arnold cat map, Gray coding and AES-128 encryption. The experimental results show that the scheme offers better fragility against all intentional/unintentional signal processing attacks. The comparison results between proposed RIA scheme and similar state-of-the-art schemes show superiority of our scheme in terms of imperceptivity, fragility and tamper localization. For a payload of 16 kb, the average PSNR achieved for 50 Gray scale images of size 512 × 512 is more than 47 dB. In addition, the scheme offers very less complexity; the embedding and extraction times are around 0.6 s and 0.5 s respectively. Given the features of proposed scheme it could serve as a potential candidate for transfer of EMR in an e-healthcare system.
引用
收藏
页码:21441 / 21470
页数:29
相关论文
共 98 条
[1]  
Abd El-Latif AA(2018)Efficient quantum information hiding for remote medical image sharing IEEE Access 6 21075-21083
[2]  
Abd-El-Atty B(2014)Semi-fragile watermarking for grayscale image authentication and tamper detection based on an adjusted expanded-bit multiscale quantization-based technique J Vis Commun Image Represent 25 1064-1081
[3]  
Hossain MS(2016)SVD based fragile watermarking scheme for tamper localization and self-recovery Int J Mach Learn Cybern 7 1225-1239
[4]  
Rahman MA(2016)Chaotic watermark for blind forgery detection in images Multimed Tools Appl 75 8695-8718
[5]  
Alamri A(2011)A secure fragile watermarking scheme based on chaos-and-hamming code J Syst Softw 84 1462-1470
[6]  
Gupta BB(2017)Secure video summarization framework for personalized wireless capsule endoscopy Pervasive and Mobile Computing 41 436-450
[7]  
Al-Otum HM(2016)A novel sensitive image encryption algorithm based on the Zaslavsky chaotic map Information Security Journal: A Global Perspective 25 162-179
[8]  
Ansari IA(2019)An imperceptible medical image watermarking framework for automated diagnosis of retinal pathologies in an eHealth arrangement IEEE Access 7 69758-69775
[9]  
Pant M(2017)An efficient reversible image authentication method using improved PVO and LSB substitution techniques Signal Process Image Commun 58 111-122
[10]  
Ahn CW(2019)Enhancing image watermarking with adaptive embedding parameter and PSNR guarantee IEEE Transactions on Multimedia 21 2447-2460