A Study on the Applications of the Biomedical Image Encryption Methods for Secured Computer Aided Diagnostics
Mousomi Roy,Kalyani Mali,Sankhadeep Chatterjee,Shouvik Chakraborty,Reshmi Debnath,Soumya Sen +5 more
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TLDR
In this work, some application of cryptographic methods have been discussed which are used to protect biomedical images from unwanted modifications and access and can be highly beneficial in future research in the field of biomedical image protection as well as multimedia data security.Abstract:
Computer aided diagnostic is one of the most active research area and has huge impact on the health care industry. With the advent of intelligent methods, biomedical data processing becomes easier and less error prone. Moreover, remote health care is also possible using the IoT infrastructure. However, data security over the network is always considered as a challenge. Biomedical data are generally sensitive to external disturbances and small manipulation in the data may cause huge difference in the ultimate result. Wrong diagnosis can be life threatening in some scenarios or can be severe in almost every instance. Therefore, biomedical data security is one of the major challenge and necessary for remote health care. In this work, some application of cryptographic methods have been discussed which are used to protect biomedical images from unwanted modifications and access. This work can be highly beneficial in future research in the field of biomedical image protection as well as multimedia data security.read more
Citations
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Book ChapterDOI
An Overview of Biomedical Image Analysis From the Deep Learning Perspective
Shouvik Chakraborty,Kalyani Mali +1 more
TL;DR: In this chapter, a comprehensive overview of the deep learning-assisted biomedical image analysis methods is presented and can be helpful for the researchers to understand the recent developments and drawbacks of the present systems.
Book ChapterDOI
An Advanced Approach to Detect Edges of Digital Images for Image Segmentation
TL;DR: This chapter proposes a new filter (kernel), and the compass operator is applied on it to detect edges more efficiently, and the results are compared with some of the previously proposed filters both qualitatively and quantitatively.
Book ChapterDOI
Data Security Techniques Based on DNA Encryption
Mousomi Roy,Shouvik Chakraborty,Kalyani Mali,Raja Swarnakar,Kushankur Ghosh,Arghasree Banerjee,Sankhadeep Chatterjee +6 more
TL;DR: In this work, DNA encryption and its different approaches are discussed to give a brief overview on the data security methods based on DNA encryption.
Book ChapterDOI
Biomedical Image Security Using Matrix Manipulation and DNA Encryption
Mousomi Roy,Shouvik Chakraborty,Kalyani Mali,Arghasree Banerjee,Kushankur Ghosh,Sankhadeep Chatterjee +5 more
TL;DR: A secure and lossless encryption method is developed in this work and various numerical parameters are used to evaluate the performance of the proposed method which proves the effectiveness of the algorithm.
Journal ArticleDOI
An Operational DNA Strand Displacement Encryption Approach
TL;DR: The proposed encryption framework provides a potential way to realize DNA-strand-displacement-based encryption via biological experiments and promotes the research on DNA- Strand-Displacement -based encryption.
References
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Journal Article
Medical image encryption based on multiple chaotic mapping and wavelet transform
Xiao Chen,Chun-Jie Hu +1 more
TL;DR: Experimental results show that the proposed image encryption algorithm has the advantages of simple structure, high security and is easier to apply.
Proceedings ArticleDOI
Shared secret-based steganography for protecting medical data
Tohari Ahmad,Hudan Studiawan,Hafidh Sholihuddin Ahmad,Royyana Muslim Ijtihadie,Waskitho Wibisono +4 more
TL;DR: Methods to protect the medical data by using the shared secret mechanism and steganography for 2 and 1 bit LSB are proposed and results show that they produce relatively good quality (similarity) in terms of PSNR.
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Medical Image Encryption Scheme Based on Arnold Transformation and ID-AK Protocol.
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