Computer Science

Computer Science ›› 2024, Vol. 51 ›› Issue (6A): 230500007-11.doi: 10.11896/jsjkx.230500007

• Information Security • Previous Articles     Next Articles

Dual-color Image Encryption System with Improved Lifting-like Scheme

WANG Bin, LI Haixiao, CHEN Rongrong   

  1. Key Laboratory of Advanced Design and Intelligent Computing,Dalian University,Dalian,Liaoning 116622,China
  • Published:2024-06-06
  • About author:WANG Bin,born in 1983,professor.His main research interests include information security and biocomputing.
  • Supported by:
    111 Project(D23006),National Natural Science Foundation of China(62272079),Natural Science Foundation of Liaoning Province(2022-KF-12-14),Artificial Intelligence Innovation Development Plan Project of Liaoning Province(2023JH26/10300025),Dalian Outstanding Young Science and Technology Talent Support Program(2022RJ08) and Dalian Major Projects of Basic Research(2023JJ11CG002).

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Abstract: Today’s image information security is facing a severe challenge,and image encryption technology is one of the most effective means to solve this problem.Since the lifting scheme has faster encryption and decryption speed and good security in image encryption,more and more encryption systems based on lifting schemes have been proposed.This paper proposes a dual-color image encryption system with an improved class-boosting scheme.First,the color image is divided into three channels:R channel,G channel and B channel.Then each image is regarded as six faces of the Rubik’s Cube,and the rotation of the Rubik’s Cube is controlled by a random sequence,to achieve the effect of scrambling and encrypting the image.Secondly,in order to make the entire system more secure,the update and prediction functions of the improved lifting-like scheme are replaced by the perceptron-like network(PLN).Compared with the original simple linear function,PLN has more complex calculations and unpredictability.The encrypted image obtained by the structure proposed in this paper has higher encryption quality,so the image information can be better diffused to each pixel.Experiment results show that the system can resist various attacks very well and has high security.And this system is very sensitive to common images and keys,so it can be applied to actual image encryption.

Key words: Image encryption, Lifting-like scheme, Hyper chaos, Chaotic encryption system

CLC Number: 

  • TP309.7
[1]SEYEDZADEH S M,MIRZAKUCHAKI S.A fast color image encryption algorithm based on coupled two-dimensional piecewise chaotic map[J].Signal Processing,2012,92(5):1202-1215.
[2]IQBAL N,HANIF M,ABBAS S,et al.Dynamic 3D scrambled image based RGB image encryption scheme using hyperchaotic system and DNA encoding[J].Journal of Information Security and Applications,2021,58.
[3]ZHOU S H,ZHANG Q,WEI X P,et al.A Summarization on Image Encryption[J].Iete Technical Review,2010,27(6):503-510.
[4]MATTHEWS R.On the derivation of a "chaotic" encryption algorithm[J].Cryptologia,1989,13(1):29-42.
[5]ZHOU Y C,BAO L,CHEN C L P.A new 1D chaotic system for image encryption[J].Signal Processing,2014,97:172-82.
[6]XIAN Y J,WANG X Y,YAN X P,et al.Image EncryptionBased on Chaotic Sub-Block Scrambling and Chaotic Digit Selection Diffusion[J].Optics and Lasers in Engineering,2020,134:13.
[7]MIRZAEI O,YAGHOOBI M,IRANI H.A new image encryption method:parallel sub-image encryption with hyper chaos[J].Nonlinear Dynamics,2012,67(1):557-566.
[8]FRIDRICH J.Symmetric ciphers based on two-dimensional chao-tic maps[J].International Journal of Bifurcation and Chaos,1998,8(6):1259-1284.
[9]ZHAO F X,LIU M Z,WANG K,et al.Color image encryption via Henon-zigzag map and chaotic restricted Boltzmann machine over Blockchain[J].Opt Laser Technol,2021,135:13.
[10]ZHOU J,ZHOU N R,GONG L H.Fast color image encryption scheme based on 3D orthogonal Latin squares and matching matrix[J].Opt Laser Technol,2020,131:14.
[11]CHAI X L,BI J Q,GAN Z H,et al.Color image compression and encryption scheme based on compressive sensing and double random encryption strategy[J].Signal Processing,2020,176:18.
[12]BRAHIM A H,PACHA A A,SAID N H.Image encryptionbased on compressive sensing and chaos systems[J].Opt Laser Technol,2020,132:10.
[13]JOLFAEI A,WU X W,MUTHUKKUMARASAMY V.On the Security of Permutation-Only Image Encryption Schemes[J].IEEE Trans Inf Forensic Secur,2016,11(2):235-246.
[14]LI M,LU D D,XIANG Y,et al.Cryptanalysis and improvement in a chaotic image cipher using two-round permutation and diffusion[J].Nonlinear Dynamics,2019,96(1):31-47.
[15]ZHANG Y.The fast image encryption algorithm based on lifting scheme and chaos[J].Inf Sci,2020,520:177-194.
[16]ZHANG Y.A new unified image encryption algorithm based on a lifting transformation and chaos[J].Inf Sci,2021,547:307-327.
[17]WANG S C,WANG C H,XU C.An image encryption algorithm based on a hidden attractor chaos system and the Knuth-Durstenfeld algorithm[J].Optics and Lasers in Engineering,2020,128:14.
[18]ZHANG Y,CHEN A G,TANG Y J,et al.Plaintext-relatedimage encryption algorithm based on perceptron-like network[J].Inf Sci,2020,526:180-202.
[19]KAYALVIZHI S,MALARVIZHI S.A novel encrypted compressive sensing of images based on fractional order hyper chao-tic Chen system and DNA operations[J].Multimedia Tools and Applications,2020,79(5/6):3957-3974.
[20]HOSNY K M,KAMAL S T,DARWISH M M.Novel encryption for color images using fractional-order hyperchaotic system[J].Journal of Ambient Intelligence and Humanized Computing,2022,13(2):973-988.
[21]GHADIRLI H M,NODEHI A,ENAYATIFAR R.An overview of encryption algorithms in color images[J].Signal Processing,2019,164:163-185.
[22]QIU H,XU X,JIANG Z,et al.A color image encryption algorithm based on hyperchaotic map and Rubik’s Cube scrambling[J].Nonlinear Dynamics,2022,110(3):2869-2887.
[23]HUA Z Y,ZHU Z H,CHEN Y Y,et al.Color image encryptionusing orthogonal Latin squares and a new 2D chaotic system[J].Nonlinear Dynamics,2021,104(4):4505-4522.
[24]TENG L,WANG X,YANG F,et al.Color image encryptionbased on cross 2D hyperchaotic map using combined cycle shift scrambling and selecting diffusion[J].Nonlinear Dynamics,2021,105(2):1859-1876.
[25]LIU H,KADIR A,XU C.Color image encryption with cipher feedback and coupling chaotic map[J].International Journal of Bifurcation and Chaos,2020,30(12):2050173.
[26]LIU H,ZHANG Y,KADIR A,et al.Image encryption using complex hyper chaotic system by injecting impulse into parameters[J].Applied Mathematics and Computation,2019,360:83-93.
[27]ZHANG Z,TANG J,ZHANG F,et al.Color image encryption using 2D sine-cosine coupling map[J].IEEE Access,2022,10:67669-67685.
[28]CHEN J,TANG J,ZHANG F,et al.A novel digital color image encryption algorithm based on a new 4-D hyper-chaotic system and an improved S-box[J].Int.J.Innov.Comput.,Inf.Control,2022,18(1):73-92.
[29]ZHANG Y Q,HE Y,LI P,et al.A new color image encryption scheme based on 2DNLCML system and genetic operations[J].Optics and Lasers in Engineering,2020,128:106040.
[30]WU Y,NOONAN J P,AGAIAN S.NPCR and UACI randomness tests for image encryption[J].Cyber Journals:Multidisciplinary Journals in Science and Technology,Journal of Selected Areas in Telecommunications (JSAT),2011,1(2):31-38.
[31]IHSAN A,DOGˇAN N J M T,APPLICATIONS.Improved affine encryption algorithm for color images using LFSR and XOR encryption[J].Multimedia Tools and Applications,2023,82(5):7621-7637.
[32]AHMAD I,SHIN S.A novel hybrid image encryption-compression scheme by combining chaos theory and number theory[J].Signal Processing:Image Communication,2021,98:116418.
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[2] ZHANG Guo-mei MA Lin-juan, ZHANG Fu-quan, LI Qing-zhen. Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4 [J]. Computer Science, 2022, 49(12): 368-373.
[3] ZHANG Sai-nan, LI Qian-mu. Color Image Encryption Algorithm Based on Logistic-Sine-Cosine Mapping [J]. Computer Science, 2022, 49(1): 353-358.
[4] BAN Duo-han, LV Xin, WANG Xin-yuan. Efficient Image Encryption Algorithm Based on 1D Chaotic Map [J]. Computer Science, 2020, 47(4): 278-284.
[5] YU Feng,GONG Xin-hui,WANG Shi-hong. Cryptanalysis of Medical Image Encryption Algorithm Using High-speed Scrambling and Pixel Adaptive Diffusion [J]. Computer Science, 2020, 47(2): 276-280.
[6] TIAN Jun-feng, PENG Jing-jing, ZUO Xian-yu, GE Qiang, FAN Ming-hu. Image Encryption Algorithm Based on Cyclic Shift and Multiple Chaotic Maps [J]. Computer Science, 2020, 47(10): 327-331.
[7] WANG Li-juan, LI Guo-dong, LV Dong-mei. Chaotic System Image Encryption Algorithm Based on Dynamic Parameter Control [J]. Computer Science, 2019, 46(11A): 469-472.
[8] HAN Xue-juan, LI Guo-dong, WANG Si-xiu. Cryptographic Algorithm Based on Combination of Logistic and Hyperchaos [J]. Computer Science, 2019, 46(11A): 477-482.
[9] ZHAO Fang-zheng, LI Cheng-hai, LIU Chen, SONG Ya-fei. Security Analysis and Optimization of Hyper-chaotic Color Image Encryption Algorithm [J]. Computer Science, 2019, 46(11A): 483-487.
[10] ZHU Shu-qin, WANG Wen-hong and LI Jun-qing. Chosen Plaintext Attack on Chaotic Image Encryption Algorithm Based on Perceptron Model [J]. Computer Science, 2018, 45(4): 178-181.
[11] WANG Le-le, LI Guo-dong. Double Chaotic Image Encryption Algorithm Based on Run-length Sequence [J]. Computer Science, 2018, 45(11A): 361-366.
[12] ZANG Rui, YU Yang. Composite Image Encryption Algorithm Based on Involutory Matrix [J]. Computer Science, 2018, 45(11A): 389-392.
[13] WANG Le-le, LI Guo-dong. Double Chaotic Image Encryption Algorithm Based on Fractional Transform [J]. Computer Science, 2018, 45(11A): 393-397.
[14] ZHU Shu-qin, WANG Wen-hong and SUN Zhong-gui. Chosen Plaintext Attack on Image Encryption Algorithm Based on Bit Scrambling and Hyperchaos [J]. Computer Science, 2017, 44(11): 273-278.
[15] ZHU Shu-qin, LI Jun-qing and GE Guang-ying. New Image Encryption Algorithm Based on New Four-dimensional Discrete-time Chaotic Map [J]. Computer Science, 2017, 44(1): 188-193.
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