Chua's diode and strange attractor: a three-layer hardware-software co-design for medical image confidentiality

被引:35
作者
Rajagopalan, Sundararaman [1 ]
Poori, Siva [2 ]
Narasimhan, Mukund [3 ]
Rethinam, Sivaraman [1 ]
Kuppusamy, Chandrasekar Vallipalayam [1 ]
Balasubramanian, Ramalingam [1 ]
Annamalai, Vijaya Moorthi Paramasivam [4 ]
Rengarajan, Amirtharajan [1 ]
机构
[1] SASTRA Deemed Univ, Sch Elect & Elect Engn SEEE, Thirumalaisamudram 613401, Thanjavur, India
[2] Tata Elxsi Ltd, Embedded Prod Design, Bangalore 560048, Karnataka, India
[3] Icon Clin Res India Private Ltd, Chennai 600097, Tamil Nadu, India
[4] Wipro Technol Ltd, Cyber Secur & Risk Serv, Bangalore, Karnataka, India
关键词
random number generation; cellular automata; chaos; security of data; cryptography; medical image processing; image processing; Chua's diode; strange attractor; three-layer hardware-software co-design; medical image confidentiality; medical image security; improved techniques; diffusion processes; pixel level manipulations; nonlinear circuits; hardware components; medical image encryption; Chua diode circuit; 256 x 256 random synthetic image; DICOM image; scrambling diffusion; average correlation coefficients; encrypted pixels; ENCRYPTION SCHEME; GENETIC ALGORITHM;
D O I
10.1049/iet-ipr.2019.0562
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Medical image security relies upon the arrival of improved techniques for enhancing the confusion as well as diffusion processes in the pixel level manipulations. Non-linear circuits constructed with hardware components can be employed for hardware-software co-design in medical image encryption. The proposed approach has adopted Chua diode circuit for the generation of 256 x 256 random synthetic image with the entropy of 7.9972. This synthetic image has been utilised to scramble the DICOM image for the second level of diffusion as the cellular automata provides the first level of scrambling and diffusion. The average correlation coefficients of encrypted pixels are 0.00204, -0.00298 and -0.00054 in three directions. The encrypted pixels pass the NIST SP 800-22 test suite and offer resistance to statistical, differential and chosen plain text attacks.
引用
收藏
页码:1354 / 1365
页数:12
相关论文
共 46 条
[1]   A cryptosystem based on elementary cellular automata [J].
Abdo, A. A. ;
Lian, Shiguo ;
Ismail, I. A. ;
Amin, M. ;
Diab, H. .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2013, 18 (01) :136-147
[2]   Tamper-Resistant Secure Medical Image Carrier: An IWT-SVD-Chaos-FPGA Combination [J].
Arumugham, Sridevi ;
Rajagopalan, Sundararaman ;
Rayappan, John Bosco Balaguru ;
Amirtharajan, Rengarajan .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2019, 44 (11) :9561-9580
[3]  
Askar SS, 2018, IET IMAGE PROCESS, V12, P158, DOI 10.1049/iet-ipr.2016.0906
[4]  
Bassham L.E., 2010, TECH REP
[5]   A novel image encryption scheme based on substitution-permutation network and chaos [J].
Belazi, Akram ;
Abd El-Latif, Ahmed A. ;
Belghith, Safya .
SIGNAL PROCESSING, 2016, 128 :155-170
[6]   A novel bit-level image encryption algorithm based on 2D-LICM hyperchaotic map [J].
Cao, Chun ;
Sun, Kehui ;
Liu, Wenhao .
SIGNAL PROCESSING, 2018, 143 :122-133
[7]   The strict avalanche criterion randomness test [J].
Castro, JCH ;
Sierra, JM ;
Seznec, A ;
Izquierdo, A ;
Ribagorda, A .
MATHEMATICS AND COMPUTERS IN SIMULATION, 2005, 68 (01) :1-7
[8]   Exploiting plaintext-related mechanism for secure color image encryption [J].
Chai, Xiuli ;
Zheng, Xiaoyu ;
Gan, Zhihua ;
Chen, Yiran .
NEURAL COMPUTING & APPLICATIONS, 2020, 32 (12) :8065-8088
[9]   A color image cryptosystem based on dynamic DNA encryption and chaos [J].
Chai, Xiuli ;
Fu, Xianglong ;
Gan, Zhihua ;
Lu, Yang ;
Chen, Yiran .
SIGNAL PROCESSING, 2019, 155 :44-62
[10]   A Hybrid Chaotic and Number Theoretic Approach for Securing DICOM Images [J].
Chandrasekaran, Jeyamala ;
Thiruvengadam, S. J. .
SECURITY AND COMMUNICATION NETWORKS, 2017, :1-12