|
|
|
Neural-mechanism-driven image block encryption algorithm incorporating a hyperchaotic system and cloud model |
| Peng-Fei Fang(方鹏飞)1, Han Liu(刘涵)1,†, Cheng-Mao Wu(吴成茂)2, and Min Liu(刘旻)3 |
1 School of Automation and Information Engineering, Xi'an University of Technology, Xi'an 710048, China;
2 School of Electronic Engineering, Xi'an University of Posts&Telecommunications, Xi'an 710061, China;
3 School of Engineering and Computer Science, Australian National University, Canberra 0200, Australia |
|
|
|
|
Abstract An image encryption algorithm is proposed in this paper based on a new four-dimensional hyperchaotic system, a neural mechanism, a Galois field and an improved Feistel block structure, which improves the efficiency and enhances the security of the encryption algorithm. Firstly, a four-dimensional hyperchaotic system with a large key space and chaotic dynamics performance is proposed and combined with a cloud model, in which a more complex and random sequence is constructed as the key stream, and the problem of chaotic periodicity is solved. Then, the key stream is combined with the neural mechanism, Galois field and improved Feistel block structure to scramble and diffuse the image encryption. Finally, the experimental results and security analysis show that the encryption algorithm has a good encryption effect and high encryption efficiency, is secure, and can meet the requirements of practical applications.
|
Received: 26 July 2021
Revised: 27 August 2021
Accepted manuscript online: 16 September 2021
|
|
PACS:
|
05.45.Gg
|
(Control of chaos, applications of chaos)
|
| |
07.05.Pj
|
(Image processing)
|
|
| Fund: We thank all the teachers in the research group. Project supported by the National Natural Science Foundation of China (Grant No. 61973248) and the Key Project of the Shaanxi Key Research and Development Program, China (Grant No. 2018ZDXM-GY-089). |
Corresponding Authors:
Han Liu
E-mail: liuhan@xaut.edu.cn
|
Cite this article:
Peng-Fei Fang(方鹏飞), Han Liu(刘涵), Cheng-Mao Wu(吴成茂), and Min Liu(刘旻) Neural-mechanism-driven image block encryption algorithm incorporating a hyperchaotic system and cloud model 2022 Chin. Phys. B 31 040501
|
[1] Iqbal W, Abbas H, Daneshmand M, Rauf B and Bangash Y A 2020 IEEE Internet Things J. 7 10250
[2] Guo F C, Susilo W and Mu Y I 2016 IEEE Trans. Inf. Forensic Secur. 11 247
[3] Hedayatipour A and McFarlane N 2021 IEEE Jour. Emer. Select. Top. Circu. Syste. 11 395
[4] El-Shafai W, Khallaf F, El-Rabaie E M and Abd EI-Samie F E 2021 J. Ambient Intell. Humaniz. Comput. 12 9007
[5] Kamal T, Hosny K M, Elgindy T M, Darwish M M and Fouda M M 2021 IEEE Access 9 37855
[6] Wang X Y and Guan N N 2020 Opt. Laser Technol. 132 106501
[7] Al-Maadeed T A, Hussain I, Anees A and Mustafa M T 2021 Multimed. Tools Appl. 80 24801
[8] Zhou R G and Li Y B 2020 Int. J. Quantum Inf. 18 2050022
[9] Masood F, Ahmad J, Shah S A, Jamal S S and Hussain I 2020 Entropy 22 274
[10] Yuan H M, Liu Y, Gong L H and Wang J 2017 Multimed. Tools Appl. 76 8087
[11] Abuturab M R 2021 Opt. Commun. 493 127034
[12] Wang X Y and Su Y N 2021 Signal Process.-Image Commun. 95 116246
[13] Li C L, Li Z Y, Feng W, Tong Y N, Du J R and Wei D Q 2019 AEU-Int. J. Electron. Commun. 110 152861
[14] Zhou Y, Li C L, Li W, Li HM, Feng W and Qian K 2021 Nonlinear Dyn. 103 2043
[15] Li C L, Zhou Y, Li HM, Feng W and Du J R 2021 Multimed. Tools Appl. 80 18479
[16] Li C L, Li H M, Li F D, Wei D Q, Yang X B and Zhang J 2018 Optik 171 277
[17] Zhang F F, Zhang X, Cao MY, Ma F Y and Li Z F 2021 IEEE MultiMedia. 28 96
[18] Xian Y J, Wang X Y, Zhang Y Q, Wang X Y and Du X H 2021 Chin. Phys. B 30 60508
[19] Wang X Y, Sun H H and Gao H 2021 Chin. Phys. B 30 60507
[20] Chen J J, Yan D W, Duan S K and Wang L D 2020 Chin. Phys. B 29 110504
[21] Joshi A B, Kumar D, Gaffar A and Mishra D C 2020 Opt. Lasers Eng. 133 106139
[22] Nguyen H and Song H J 2015 Chin. Phys. Lett. 32 38201
[23] Sivaganesh G 2015 Chin. Phys. Lett. 32 10503
[24] Nam S G, Nguyen H and Song H 2014 Chin. Phys. Lett. 31 60502
[25] Nguyen H and Song H J 2013 Chin. Phys. Lett. 30 60501
[26] Li Y T, Deng S J and Xiao D 2011 Neural Comput. Appl. 20 133
[27] Dong T and Huang T W 2020 IEEE Trans. Neural Netw. Learn. Syst. 31 4999
[28] Sarkar A 2021 Multimed. Tools Appl. 80 18211
[29] Richard G, Neil H and Maire O N 2015 Proceedings of the IEEE international symposium on hardware oriented security and trust, May 5-7, 2015, Washington D.C, USA, p. 106
[30] Wang X Y, Yang L, Liu R and Kadir A 2010 Nonlinear Dyn. 62 615
[31] Wang X Y, Feng L and Zhao H Y 2019 Inf. Sci. 486 340
[32] Wang X Y and Gao S 2019 J. Frankl. Inst.-Eng. Appl. Math. 356 11638
[33] Wang X Y and Gao S 2020 Inf. Sci. 507 16
[34] Hussain I, Shah T, Gondal M A and Mahmood H 2013 Nonlinear Dyn. 71 133
[35] Belazi A, El-Latif A A and Belghith S 2016 Signal Process. 128 155
[36] Wang N, Di G X, Lv X L X, Hou M, Liu D and Zhang J 2019 IEEE Access 7 49945
[37] Zhou J C and Song H J 2013 Chin. Phys. Lett. 30 20501
[38] Salman A and Yue B Z 2012 Chin. Phys. Lett. 29 60501
[39] Li J P, Yu L C, Yu and M C, Chen Y 2012 Chin. Phys. Lett. 29 50501
[40] Wang X G, Li M, Yu N N, Xi S X, Wang X L and Lang L Y 2019 Acta Phys. Sin. 68 240503 (in Chinese)
[41] Hua Z Y, Zhou B H and Zhou Y C 2019 IEEE Trans. Ind. Electron. 66 1273
[42] Zabihi M, Kiranyaz S, Rad A B, Katsaggelos A K, Gabbouj M and Ince T 2016 IEEE Trans. Neural Syst. Rehabil. Eng. 24 386
[43] Zhang D, Shi J Q, Sun Y, Yang X H and Ye L 2019 Acta Phys. Sin. 68 240502 (in Chinese)
[44] Shi H and Wang L D 2019 Acta Phys. Sin. 68 200501 (in Chinese)
[45] Jia M M Jiang H G and Li W J 2019 Acta Phys. Sin. 68 130503 (in Chinese)
[46] Xi S X, Yu N N, Wang X L, Zhu Q F, Dong Z, Wang W, Liu XH and Wang H Y 2019 Acta Phys. Sin. 68 110502 (in Chinese)
[47] Chen J X, Zhang L Y and Zhou Y C 2021 IEEE Trans. Circuits Syst.Video Technol. 31 4747
[48] Reeve G, Marks R and Blackbum D 1990 IEEE Trans. Instrum. Meas. 39 958
[49] Gabriel A, Shi J and Ozansoy C 2017 IEEE Access 5 12103
[50] Zhang H L, Zhao Y L, Pang C Y and He J Y 2020 IEEE Trans. Cloud Comput. 8 518
[51] Yang F, Cheng J and Zeng Q 2021 IEEE Geosci. Remote Sens. Lett. 19
[52] Fang J H, Zhang R, Zhao Y, Zheng K, Zhou X F and Zhou A F 2021 IEEE Trans. Knowl. Data Eng. 33 1861
[53] Lin C M, Pham D H and Huynh T T 2021 IEEE Access 9 75923
[54] Ding Y, Tan F Y, Qin Z, CaoMS, Choo K K R and Qin Z Q 2021 IEEE Trans. Neural Netw. Learn. Syst.
[55] Li M, Lu D D, Wen W Y, Ren H and Zhang Y S 2018 IEEE Access 6 47102
[56] Li K Y, Li P, Guo X M, Guo Y Q, Zhang J G, Liu M Y, Xu B J and Wang Y C 2019 Acta Phys. Sin. 68 110501 (in Chinese)
[57] Gao F, Hu DN, Tong H Q and Wabng C M 2018 Acta Phys. Sin. 67 150501 (in Chinese)
[58] Zheng J and Hu H P 2020 Chin. Phys. B 29 90502
[59] Ouannas A, Khennaoui A A, Momani S, Pham V T and El-Khazali R 2020 Chin. Phys. B 29 50504
[60] Wang T and Wang M H 2020 Opt. Laser Technol. 132 106355
[61] Xu J and Zhao C 2020 IEEE Access 8 145995
[62] Feng W, He Y G, Li H M and Li C L 2019 IEEE Access 7 12584
[63] Krishnamoorthi S, Jayapaul P and Rajasekar V 2021 Sadhana-Acad. Proc. Eng. Sci. 46
[64] Peng Y X, Sun K H and He S B 2020 Chin. Phys. B 29 30502
[65] Gao F, Li W Q, Tong H Q and Li X L 2019 Chin. Phys. B 28 90501
[66] Singh, J P, Pham, V T, Hayat, T, Jafari, S, Alsaadi F E and Roy B K 2018 Chin. Phys. B 27 100501
[67] Mahmoud G M, Abed-Elhameed, T M and Farghaly A A 2018 Chin. Phys. B 27 80502
[68] Wang J B, Liu C X, Wang Y and Zheng G C 2018 Chin. Phys. B 27 70503
[69] Guo W Y, liu T, Dai F, Zhao F Q and Xu P 2021 Appl. Intell 51 8377
[70] Wang J C, Liu J Q, Wei Q and Wang P 2021 Teh. Vjesn. 28 203
[71] Xiong P Y, Jahanshahi H, Alcaraz R, Chu Y M, Gomez-Aguilar J F and Alsaadi F E 2021 Chaos Solitons Fractals. 144 110576
[72] Dzwonkowski M, Papaj M and Rykaczewski R 2015 IEEE Trans. Image Process. 24 4614 |
| No Suggested Reading articles found! |
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
Altmetric
|
|
blogs
Facebook pages
Wikipedia page
Google+ users
|
Online attention
Altmetric calculates a score based on the online attention an article receives. Each coloured thread in the circle represents a different type of online attention. The number in the centre is the Altmetric score. Social media and mainstream news media are the main sources that calculate the score. Reference managers such as Mendeley are also tracked but do not contribute to the score. Older articles often score higher because they have had more time to get noticed. To account for this, Altmetric has included the context data for other articles of a similar age.
View more on Altmetrics
|
|
|
