An efficient Intra-Inter pixel encryption scheme to secure healthcare images for an IoT environment

被引:20
作者
Dash, Sachikanta [1 ]
Padhy, Sasmita [2 ]
Devi, S. Anjali [3 ]
Sachi, Savya [4 ]
Patro, K. Abhimanyu Kumar [5 ]
机构
[1] GIET Univ, Dept Comp Sci & Engn, Gunupur 765022, Odisha, India
[2] VIT Bhopal Univ, Sch Comp Sci & Engn, Bhopal Indore Highway, Sehore 466114, Madhya Pradesh, India
[3] Koneru Lakshmaiah Educ Fdn, Dept Comp Sci & Engn, Guntur 522302, Andhra Pradesh, India
[4] Lalit Narayan Mishra Coll Business Management, Dept Informat Technol, Muzaffarpur 842001, Bihar, India
[5] Manipal Acad Higher Educ, Manipal Inst Technol, Dept Mechatron, Manipal 576104, Karnataka, India
关键词
Security; Image encryption; Medical images; Chaos; ALGORITHM; MAP; CRYPTANALYSIS; OPERATION; SYSTEM;
D O I
10.1016/j.eswa.2023.120622
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 being frequently used for diagnosis in clinics today. Diagnostic images with identifying patient data are stored and transmitted across open networks. Security measures are therefore becoming more and more crucial to safeguard the confidentiality of sensitive patient data. In medical imaging, adjacent pixels show a strong degree of connection. This paper presents an efficient intra-inter bit-level pixel operation-based image encryption method that eliminates pixel correlation and provides strong security. In this method, after gathering medical image data from IoT sensors, the intra bit-level pixel permutation and diffusion operations are executed separately and in parallel in each of the bit planes, and the inter bit-level pixel permutation and diffusion op-erations are then performed in the concatenated bit-planes. The bit-level operation not only permutes but also diffuses the pixels at the same time. As a result, the security of the algorithm is increased by executing several pixel permutations and diffusions. In addition to this, the approach is effective due to the parallel execution of bit-plane permutation and diffusion. The simulation results and the security analysis indicate the superior per-formance of the proposed algorithm.
引用
收藏
页数:17
相关论文
共 73 条
[1]  
A.C. Atlas, US
[2]   Local binary hexagonal extrema pattern (LBHXEP): a new feature descriptor for fake iris detection [J].
Agarwal, Rohit ;
Jalal, Anand Singh ;
Arya, K. V. .
VISUAL COMPUTER, 2021, 37 (06) :1357-1368
[3]  
ANSI N., 1985, 7541985 ANSI N IEEE, V754-1985, P1
[4]   An efficient mixed inter-intra pixels substitution at 2bits-level for image encryption technique using DNA and chaos [J].
Aqeel-ur-Rehman ;
Liao, Xiaofeng ;
Hahsmi, Muntazim Abbas ;
Haider, Rizwan .
OPTIK, 2018, 153 :117-134
[5]  
Arora S, 2009, COMPUTATIONAL COMPLEXITY: A MODERN APPROACH, P1, DOI 10.1017/CBO9780511804090
[6]   Breaking an image encryption scheme based on a spatiotemporal chaotic system [J].
Bechikh, Rabei ;
Hermassi, Houcemeddine ;
Abd El-Latif, Ahmed A. ;
Rhouma, Rhouma ;
Belghith, Safya .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2015, 39 :151-158
[7]   A novel algorithm for image encryption based on mixture of chaotic maps [J].
Behnia, S. ;
Akhshani, A. ;
Mahmodi, H. ;
Akhavan, A. .
CHAOS SOLITONS & FRACTALS, 2008, 35 (02) :408-419
[8]   A chaos based image encryption and lossless compression algorithm using hash table and Chinese Remainder Theorem [J].
Brindha, M. ;
Gounden, N. Ammasai .
APPLIED SOFT COMPUTING, 2016, 40 :379-390
[9]   Medical image encryption using edge maps [J].
Cao, Weijia ;
Zhou, Yicong ;
Chen, C. L. Philip ;
Xia, Liming .
SIGNAL PROCESSING, 2017, 132 :96-109
[10]   A novel chaos-based image encryption algorithm using DNA sequence operations [J].
Chai, Xiuli ;
Chen, Yiran ;
Broyde, Lucie .
OPTICS AND LASERS IN ENGINEERING, 2017, 88 :197-213