{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T16:33:52Z","timestamp":1779381232615,"version":"3.53.1"},"reference-count":119,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2022,6,14]],"date-time":"2022-06-14T00:00:00Z","timestamp":1655164800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,6,14]],"date-time":"2022-06-14T00:00:00Z","timestamp":1655164800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Evol. Intel."],"published-print":{"date-parts":[[2023,6]]},"DOI":"10.1007\/s12065-021-00683-x","type":"journal-article","created":{"date-parts":[[2022,6,14]],"date-time":"2022-06-14T06:02:31Z","timestamp":1655186551000},"page":"801-818","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":35,"title":["A survey of image encryption for healthcare applications"],"prefix":"10.1007","volume":"16","author":[{"family":"Priyanka","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amit Kumar","family":"Singh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,6,14]]},"reference":[{"key":"683_CR1","doi-asserted-by":"crossref","first-page":"10599","DOI":"10.1007\/s11042-015-3127-y","volume":"76","author":"SA Parah","year":"2017","unstructured":"Parah SA, Sheikh JA, Ahad F, Loan NA, Bhat GM (2017) Information hiding in medical images: a robust medical image watermarking system for E-healthcare. Multimed Tools Appl 76:10599\u201310633","journal-title":"Multimed Tools Appl"},{"key":"683_CR2","doi-asserted-by":"crossref","unstructured":"Giustini D, Ali SM, Fraser M, Boulos MNK (2018) Effective uses of social media in public health and medicine: a systematic review of systematic reviews. Online J Public Health Informatics 10(2).","DOI":"10.5210\/ojphi.v10i2.8270"},{"key":"683_CR3","doi-asserted-by":"publisher","unstructured":"de Almeida BA, Doneda D, Ichihara MY, BarralNetto M, Matta GC, Rabello ET, Gouveia FC, Barreto M (2020) Personal data usage and privacy considerations in the COVID-19 global pandemic. Cienc. e SaudeColetiva 25:2487\u20132492. https:\/\/doi.org\/10.1590\/1413-81232020256.1.11792020","DOI":"10.1590\/1413-81232020256.1.11792020"},{"key":"683_CR4","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1038\/s41586-020-2008-3","volume":"579","author":"F Wu","year":"2020","unstructured":"Wu F, Zhao S, Yu B, Chen Y-M, Wang W, Song Z-G, Hu Y, Tao Z-W, Tian J-H, Pei Y-Y, Yuan M-L, Zhang Y-L, Dai F-H, Liu Y, Wang Q-M, Zheng J-J, Xu L, Holmes EC, Zhang Y-Z (2020) A new coronavirus associated with human respiratory disease in china. Nature 579:265\u2013269","journal-title":"Nature"},{"key":"683_CR5","unstructured":"https:\/\/www.hindustantimes.com\/cities\/mumbai-news\/bombay-hc-junks-bail-plea-based-on- forged- medical-reports-101615348407718.html"},{"key":"683_CR6","unstructured":"https:\/\/www.ibm.com\/downloads\/cas\/ZBZLY7KL?_ga=2.148238199.1762516747.1577395260-1128561362.1577395260"},{"key":"683_CR7","unstructured":"https:\/\/www.statista.com\/statistics\/798564\/number-of-us-residents-affected-by-data-breaches\/"},{"issue":"2\u20133","key":"683_CR8","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/S0895-6111(02)00073-3","volume":"27","author":"F Cao","year":"2003","unstructured":"Cao F, Huang HK, Zhou XQ (2003) Medical image security in a HIPAA mandated PACS environment. Comput Med Imaging Graph 27(2\u20133):185\u2013196. https:\/\/doi.org\/10.1016\/S0895-6111(02)00073-3","journal-title":"Comput Med Imaging Graph"},{"issue":"1","key":"683_CR9","doi-asserted-by":"crossref","first-page":"591","DOI":"10.1007\/s11277-019-06420-z","volume":"108","author":"JC Dagadu","year":"2019","unstructured":"Dagadu JC, Li JP, Aboagye EO (2019) Medical image encryption based on hybrid chaotic DNA diffusion. Wireless Pers Commun 108(1):591\u2013612","journal-title":"Wireless Pers Commun"},{"key":"683_CR10","doi-asserted-by":"crossref","unstructured":"Dey S, Ghosh R (2018) A review of cryptographic properties of S-boxes with generation and analysis of crypto secure S-boxes. PeerJ Preprints","DOI":"10.7287\/peerj.preprints.26452v1"},{"key":"683_CR11","doi-asserted-by":"crossref","unstructured":"Chen Y, Tang C, Ye R (2020) Cryptanalysis and improvement of medical image encryption using high-speed scrambling and pixel adaptive diffusion. Signal Processing 167:107286.","DOI":"10.1016\/j.sigpro.2019.107286"},{"key":"683_CR12","doi-asserted-by":"crossref","unstructured":"Singh SP, Bhatnagar G, Singh AK (2021) A New Robust Reference Image Hashing System.\u00a0In: IEEE Transactions on Dependable and Secure Computing.","DOI":"10.1109\/TDSC.2021.3050435"},{"key":"683_CR13","doi-asserted-by":"crossref","unstructured":"Su Z, Zhang G, Jiang J (2012) Multimedia security: a survey of chaos-based encryption technology.\u00a0In: Karydis I (ed) Mutimedia: a multidisiplinary approach to complex issues. InTech, pp 99\u2013124.","DOI":"10.5772\/36036"},{"key":"683_CR14","doi-asserted-by":"crossref","unstructured":"Kumari M, Gupta S, Sardana P (2017) A survey of image encryption algorithms.\u00a03D Res 8(4):37.","DOI":"10.1007\/s13319-017-0148-5"},{"key":"683_CR15","doi-asserted-by":"crossref","unstructured":"Talhaoui, Mohamed Zakariya, Xingyuan Wang, and Mohamed Amine Midoun (2020) Fast image encryption algorithm with high security level using the B\u00fclban chaotic map. J Real-Time Image Process, pp 1\u201314.","DOI":"10.1007\/s11554-020-00948-1"},{"key":"683_CR16","doi-asserted-by":"crossref","unstructured":"Seth B et al (2020) Integrating encryption techniques for secure data storage in the cloud. Transactions on Emerging Telecommunications Technologies, e4108.","DOI":"10.1002\/ett.4108"},{"issue":"3","key":"683_CR17","doi-asserted-by":"crossref","first-page":"2561","DOI":"10.3233\/JIFS-179543","volume":"38","author":"G Srivastava","year":"2020","unstructured":"Srivastava G et al (2020) Two-stage data encryption using chaotic neural networks. J Intell Fuzzy Syst 38(3):2561\u20132568","journal-title":"J Intell Fuzzy Syst"},{"issue":"1","key":"683_CR18","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1007\/s11831-018-9298-8","volume":"27","author":"M Kaur","year":"2020","unstructured":"Kaur M, Kumar V (2020) A comprehensive review on image encryption techniques. Arch Comput Methods Eng 27(1):15\u201343","journal-title":"Arch Comput Methods Eng"},{"key":"683_CR19","doi-asserted-by":"crossref","unstructured":"Anwar Shamama, Solleti Meghana (2019) A pixel permutation based image encryption technique using chaotic map.\u00a0Multimedia tools and applications\u00a078(19):27569\u201327590.","DOI":"10.1007\/s11042-019-07852-2"},{"key":"683_CR20","doi-asserted-by":"crossref","unstructured":"Niu Ying, Xuncai Zhang (2020) A novel plaintext-related image encryption scheme based on chaotic system and pixel permutation. IEEE Access\u00a08:22082\u201322093.","DOI":"10.1109\/ACCESS.2020.2970103"},{"key":"683_CR21","doi-asserted-by":"crossref","unstructured":"Zahmoul, Rim, Ridha Ejbali, Mourad Zaied (2017) Image encryption based on new Beta chaotic maps. Opt Lasers Eng\u00a096:39\u201349.","DOI":"10.1016\/j.optlaseng.2017.04.009"},{"issue":"4","key":"683_CR22","doi-asserted-by":"crossref","first-page":"1101","DOI":"10.1016\/j.sigpro.2011.10.023","volume":"92","author":"X Wang","year":"2012","unstructured":"Wang X, Teng L, Qin X (2012) A novel colour image encryption algorithm based on chaos. Signal Process 92(4):1101\u20131108","journal-title":"Signal Process"},{"key":"683_CR23","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.optlaseng.2014.08.005","volume":"66","author":"X Wang","year":"2015","unstructured":"Wang X, Liu L, Zhang Y (2015) A novel chaotic block image encryption algorithm based on dynamic random growth technique. Opt Lasers Eng 66:10\u201318","journal-title":"Opt Lasers Eng"},{"issue":"8","key":"683_CR24","first-page":"1","volume":"21","author":"S Zhu","year":"2019","unstructured":"Zhu S, Wang G, Zhu C (2019) A secure and fast image encryption scheme based on double chaotic s-boxes. Entropy 21(8):1\u201320","journal-title":"Entropy"},{"key":"683_CR25","doi-asserted-by":"crossref","unstructured":"Zhang X-P, Guo R, Chen H-W, Zhao Z-M, Wang J-Y (2018) Efficient image encryption scheme with synchronous substitution and diffusion based on double S-boxes. Chin Phys B 27:080701. [CrossRef]","DOI":"10.1088\/1674-1056\/27\/8\/080701"},{"key":"683_CR26","doi-asserted-by":"crossref","unstructured":"Wang X, \u00c7avu\u00b8so \u02d8glu \u00dc, Kacar S, Akgul A, Pham V-T, Jafari S, Alsaadi F, Nguyen X (2019) S-box based image encryption application using a chaotic system without equilibrium. Appl Sci 9:781. [CrossRef]","DOI":"10.3390\/app9040781"},{"key":"683_CR27","doi-asserted-by":"crossref","unstructured":"\u00c7avu\u00b8so \u02d8glu, \u00dc, Ka\u00e7ar S, Pehlivan I, Zengin A (2017) Secure image encryption algorithm design using a novel chaos based S-box. Chaos Solitons Fractals 95:92\u2013101. [CrossRef]","DOI":"10.1016\/j.chaos.2016.12.018"},{"key":"683_CR28","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.optlaseng.2015.09.007","volume":"78","author":"L Xu","year":"2016","unstructured":"Xu L, Li Z, Li J, Hua W (2016) A novel bit-level image encryption algorithm based on chaotic maps. Opt Lasers Eng 78:17\u201325","journal-title":"Opt Lasers Eng"},{"issue":"12","key":"683_CR29","doi-asserted-by":"crossref","first-page":"1413","DOI":"10.1007\/s11434-006-2012-5","volume":"51","author":"GZ Xiao","year":"2006","unstructured":"Xiao GZ, Lu MX, Qin L, Lai XJ (2006) New field of cryptography: DNA cryptography. Chin Sci Bull 51(12):1413\u20131420","journal-title":"Chin Sci Bull"},{"key":"683_CR30","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1016\/j.optlaseng.2015.03.022","volume":"73","author":"XY Wang","year":"2015","unstructured":"Wang XY, Zhang YQ, Bao XM (2015) A novel chaotic image encryption scheme using DNA sequence operations. Opt Lasers Eng 73:53\u201361","journal-title":"Opt Lasers Eng"},{"key":"683_CR31","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.optcom.2014.12.043","volume":"342","author":"X Wang","year":"2015","unstructured":"Wang X, Zhang H-l (2015) A color image encryption with heterogeneous bit-permutation and correlated chaos. Optics Communications 342:51\u201360","journal-title":"Optics Communications"},{"issue":"24","key":"683_CR32","doi-asserted-by":"crossref","first-page":"35419","DOI":"10.1007\/s11042-019-08168-x","volume":"78","author":"X Chai","year":"2019","unstructured":"Chai X, Zhang J, Gan Z, Zhang Y (2019) Medical image encryption algorithm based on Latin square and memristive chaotic system. Multimed Tools Applications 78(24):35419\u201335453","journal-title":"Multimed Tools Applications"},{"issue":"21","key":"683_CR33","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11042-015-2973-y","volume":"75","author":"J Ahmad","year":"2016","unstructured":"Ahmad J, Hwang SO (2016) A secure image encryption scheme based on chaotic maps and affine transformation. Multimed Tools Appl 75(21):1\u201326","journal-title":"Multimed Tools Appl"},{"issue":"9","key":"683_CR34","doi-asserted-by":"crossref","first-page":"3106","DOI":"10.1016\/j.cnsns.2014.02.011","volume":"19","author":"A Anees","year":"2014","unstructured":"Anees A, Ahmed F (2014) Chaotic substitution for highly auto correlated data in encryption algorithm. Commun Nonlinear Sci 19(9):3106\u20133118","journal-title":"Commun Nonlinear Sci"},{"issue":"8","key":"683_CR35","doi-asserted-by":"crossref","first-page":"1821","DOI":"10.1016\/j.sjbs.2017.11.023","volume":"24","author":"X Chen","year":"2017","unstructured":"Chen X, Hu CJ (2017) Adaptive medical image encryption algorithm based on multiple chaotic mapping. Saudi J Biol Sci 24(8):1821\u20131827","journal-title":"Saudi J Biol Sci"},{"key":"683_CR36","doi-asserted-by":"crossref","first-page":"160433","DOI":"10.1109\/ACCESS.2020.3020746","volume":"8","author":"S Ibrahim","year":"2020","unstructured":"Ibrahim S, Alhumyani H, Masud M, Alshamrani SS, Cheikhrouhou O, Muhammad G, Abbas AM (2020) Framework for efficient medical image encryption using dynamic S-boxes and chaotic maps. IEEE Access 8:160433\u2013160449","journal-title":"IEEE Access"},{"key":"683_CR37","doi-asserted-by":"crossref","unstructured":"Banik A, Shamsi Z, Laiphrakpam DS (2019) An encryption scheme for securing multiple medical images. J Inf Secur Appl 49, Art. no. 102398.","DOI":"10.1016\/j.jisa.2019.102398"},{"issue":"27","key":"683_CR38","doi-asserted-by":"crossref","first-page":"19963","DOI":"10.1007\/s11042-020-08821-w","volume":"79","author":"F Yang","year":"2020","unstructured":"Yang F, Mou J, Sun K, Chu R (2020) Lossless image compression-encryption algorithm based on BP neural network and chaotic system. Multimed Tools Appl 79(27):19963\u201319992","journal-title":"Multimed Tools Appl"},{"key":"683_CR39","doi-asserted-by":"crossref","first-page":"472","DOI":"10.1016\/j.procs.2015.06.054","volume":"54","author":"LD Singh","year":"2015","unstructured":"Singh LD, Singh KM (2015) Image encryption using elliptic curve cryptography. Proc Comp Sci 54:472\u2013481","journal-title":"Proc Comp Sci"},{"key":"683_CR40","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.optlastec.2013.07.009","volume":"56","author":"H Liu","year":"2014","unstructured":"Liu H, Liu Y (2014) Cryptanalyzing an image encryption scheme based on hybrid chaotic system and cyclic elliptic curve. Opt Laser Technol 56:15\u201319","journal-title":"Opt Laser Technol"},{"key":"683_CR41","doi-asserted-by":"crossref","unstructured":"Behnia, Sohrab, et al. (2013) Image encryption based on the Jacobian elliptic maps. J Syst Softw 86(9):2429\u20132438.","DOI":"10.1016\/j.jss.2013.04.088"},{"key":"683_CR42","doi-asserted-by":"crossref","unstructured":"Hafsa A, Sghaier A, Malek J, Machhout M (2021) Image encryption method based on improved ECC and modified AES algorithm.\u00a0Multimedia Tools Appl, pp 1\u201333.","DOI":"10.1007\/s11042-021-10700-x"},{"issue":"1","key":"683_CR43","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1016\/j.asr.2019.09.027","volume":"66","author":"Y Bentoutou","year":"2020","unstructured":"Bentoutou Y, El Bensikaddour H, Taleb N, Bounoua N (2020) An improved image encryption algorithm for satellite applications. Adv Space Res 66(1):176\u2013192. https:\/\/doi.org\/10.1016\/j.asr.2019.09.027","journal-title":"Adv Space Res"},{"key":"683_CR44","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1016\/j.ijleo.2017.08.028","volume":"147","author":"DS Laiphrakpam","year":"2017","unstructured":"Laiphrakpam DS, Khumanthem MS (2017) Medical image encryption based on improved ElGamal encryption technique. Optik 147:88\u2013102. https:\/\/doi.org\/10.1016\/j.ijleo.2017.08.028","journal-title":"Optik"},{"key":"683_CR45","doi-asserted-by":"publisher","first-page":"20511","DOI":"10.1007\/s11042-018-6824-5","volume":"78","author":"Z Lin","year":"2019","unstructured":"Lin Z, Liu J, Lian J, Ma Y, Zhang X (2019) A novel fast image encryption algorithm for embedded systems. Multimed Tools Appl 78:20511\u201320531. https:\/\/doi.org\/10.1007\/s11042-018-6824-5","journal-title":"Multimed Tools Appl"},{"key":"683_CR46","doi-asserted-by":"publisher","first-page":"22787","DOI":"10.1007\/s11042-017-5534-8","volume":"77","author":"J Liu","year":"2018","unstructured":"Liu J, Ma Y, Li S, Lian J, Zhang X (2018) A new simple chaotic system and its application in medical image encryption. Multimed Tools Appl 77:22787\u201322808. https:\/\/doi.org\/10.1007\/s11042-017-5534-8","journal-title":"Multimed Tools Appl"},{"key":"683_CR47","doi-asserted-by":"crossref","first-page":"70025","DOI":"10.1109\/ACCESS.2018.2879844","volume":"6","author":"X Zhang","year":"2018","unstructured":"Zhang X, Wang X (2018) Digital image encryption algorithm based on elliptic curve public cryptosystem. IEEE Access 6:70025\u201370034","journal-title":"IEEE Access"},{"key":"683_CR48","first-page":"472","volume":"54","author":"LD Singh","year":"2015","unstructured":"Singh LD, Singh KM (2015) \u2018Image encryption using elliptic curve cryptography.\u2019 ProcediaComput Sci 54:472\u2013481","journal-title":"ProcediaComput Sci"},{"issue":"11","key":"683_CR49","doi-asserted-by":"crossref","first-page":"8629","DOI":"10.1007\/s11042-017-4755-1","volume":"77","author":"DS Laiphrakpam","year":"2018","unstructured":"Laiphrakpam DS, Khumanthem MS (2018) A robust image encryption scheme based on chaotic system and elliptic curve over finite field. Multimedia Tools Appl 77(11):8629\u20138652","journal-title":"Multimedia Tools Appl"},{"issue":"2","key":"683_CR50","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1117\/1.2931494","volume":"17","author":"G Zhu","year":"2008","unstructured":"Zhu G, Zhang X (2008) Mixed image element encryption algorithm based on an elliptic curve cryptosystem. J Electron Imag 17(2):1\u20135","journal-title":"J Electron Imag"},{"key":"683_CR51","doi-asserted-by":"crossref","first-page":"38507","DOI":"10.1109\/ACCESS.2019.2906052","volume":"7","author":"Y Luo","year":"2019","unstructured":"Luo Y, Ouyang X, Liu J, Cao L (2019) An image encryption method based on elliptic curve elgamal encryption and chaotic systems. IEEE Access 7:38507\u201338522","journal-title":"IEEE Access"},{"key":"683_CR52","doi-asserted-by":"crossref","unstructured":"Sun Shuliang (2018) Chaotic image encryption scheme using two-by-two deoxyribonucleic acid complementary rules.\u00a0Optical En 56(11):116117.","DOI":"10.1117\/1.OE.56.11.116117"},{"issue":"3","key":"683_CR53","first-page":"1","volume":"27","author":"Z Liu","year":"2018","unstructured":"Liu Z, Xia T, Wang J (2018) Image encryption technique based on new two-dimensional fractional-order discrete chaotic map and MenezesVanstone elliptic curve cryptosystem. Chin Phys B 27(3):1\u201316","journal-title":"Chin Phys B"},{"issue":"3","key":"683_CR54","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1016\/j.jksuci.2017.06.004","volume":"30","author":"ZE Dawahdeh","year":"2018","unstructured":"Dawahdeh ZE, Yaakob SN, bin Othman RR (2018) A new image encryption technique combining Elliptic Curve Cryptosystem with Hill Cipher. J King Saud Univ Comput Inform Sci 30(3):349\u2013355","journal-title":"J King Saud Univ Comput Inform Sci"},{"key":"683_CR55","doi-asserted-by":"crossref","unstructured":"Benssalah, M., & Rhaskali, Y. (2020). A Secure DICOM Image Encryption Scheme Based on ECC, Linear Cryptography and Chaos. In:\u00a02020 1st International Conference on Communications, Control Systems and Signal Processing (CCSSP). IEEE, New York, pp. 131\u2013136","DOI":"10.1109\/CCSSP49278.2020.9151462"},{"key":"683_CR56","doi-asserted-by":"crossref","unstructured":"Akram B, Muhammad T, Sofiane K, Wei X (2019) Novel medical image encryption scheme based on chaos and dna encoding. IEEE Access 7:36667\u201336681.","DOI":"10.1109\/ACCESS.2019.2906292"},{"key":"683_CR57","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1016\/j.sigpro.2017.10.004","volume":"144","author":"Z Hua","year":"2018","unstructured":"Hua Z, Yi S, Zhou Y (2018) A new plaintext-related image encryption scheme based on chaotic sequence. Signal Process 144:134\u2013144","journal-title":"Signal Process"},{"key":"683_CR58","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/j.ins.2017.02.036","volume":"396","author":"Z Hua","year":"2017","unstructured":"Hua Z, Zhou Y (2017) Design of image cipher using block-based scrambling and image filtering. Inf Sci 396:97\u2013113","journal-title":"Inf Sci"},{"key":"683_CR59","doi-asserted-by":"crossref","unstructured":"Shang M, Yan Z, Zeguo Y, Jianhao H, Xin L (2019) A new plaintextrelated image encryption scheme based on chaotic sequence. IEEE Access 7:30344\u201330360.","DOI":"10.1109\/ACCESS.2019.2901302"},{"key":"683_CR60","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1016\/j.sigpro.2018.10.011","volume":"155","author":"U Hayat","year":"2019","unstructured":"Hayat U, Azam NA (2019) A novel image encryption scheme based on an elliptic curve. Signal Process 155:391\u2013402","journal-title":"Signal Process"},{"key":"683_CR61","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/j.sigpro.2017.04.006","volume":"141","author":"J Wu","year":"2017","unstructured":"Wu J, Liao X, Yang B (2017) Color image encryption based on chaotic systems and elliptic curve ElGamal scheme. Signal Process 141:109\u2013124","journal-title":"Signal Process"},{"key":"683_CR62","doi-asserted-by":"crossref","unstructured":"Rehman A, Khan JS, Ahmad J, Hwang SO (2016) A New Image Encryption Scheme Based on Dynamic S-Boxes and Chaotic Maps, 3D Res7:7","DOI":"10.1007\/s13319-016-0084-9"},{"issue":"4","key":"683_CR63","doi-asserted-by":"crossref","first-page":"2333","DOI":"10.1007\/s11071-016-2648-x","volume":"84","author":"XJ Tong","year":"2016","unstructured":"Tong XJ, Zhang M, Wang Z (2016) A joint color image encryption and compression scheme based on hyper-chaotic system. Nonlinear Dyn 84(4):2333\u20132356","journal-title":"Nonlinear Dyn"},{"key":"683_CR64","doi-asserted-by":"crossref","unstructured":"Shankar K, Eswaran P (2016) An efficient image encryption technique based on optimized key generation in ECC using genetic algorithm. In: Artificial intelligence and evolutionary computations in engineering systems. Springer, New Delhi, pp. 705\u2013714.","DOI":"10.1007\/978-81-322-2656-7_64"},{"issue":"55","key":"683_CR65","first-page":"1841","volume":"10","author":"K Shankar","year":"2015","unstructured":"Shankar K, Eswaran P (2015) ECC based image encryption scheme with aid of optimization technique using differential evolution algorithm. Int J ApplEng Res 10(55):1841\u20131845","journal-title":"Int J ApplEng Res"},{"key":"683_CR66","doi-asserted-by":"crossref","first-page":"194289","DOI":"10.1109\/ACCESS.2020.3032403","volume":"8","author":"S Ibrahim","year":"2020","unstructured":"Ibrahim S, Alharbi A (2020) Efficient image encryption scheme using Henon Map, dynamic S-boxes and elliptic curve cryptography. IEEE Access 8:194289\u2013194302","journal-title":"IEEE Access"},{"issue":"1","key":"683_CR67","doi-asserted-by":"publisher","first-page":"9784","DOI":"10.1038\/s41598-020-66486-9","volume":"10","author":"X Wang","year":"2020","unstructured":"Wang X, Guan N, Zhao H, Wang S, Zhang Y (2020) A new image encryption scheme based on coupling map lattices with mixed multichaos. Sci Rep 10(1):9784. https:\/\/doi.org\/10.1038\/s41598-020-66486-9","journal-title":"Sci Rep"},{"key":"683_CR68","doi-asserted-by":"publisher","unstructured":"Ismail, SM, Said LA, Radwan AG, Madian AH, Abu-ElYazeed MF (2020) A novel image encryption system merging fractional-order edge detection and generalized chaotic maps. Signal Process 167, Art. no. 107280. https:\/\/doi.org\/10.1016\/j.sigpro.2019. 107280.","DOI":"10.1016\/j.sigpro.2019"},{"issue":"7","key":"683_CR69","doi-asserted-by":"crossref","first-page":"8629","DOI":"10.1007\/s11042-017-4755-1","volume":"77","author":"DS Laiphrakpam","year":"2018","unstructured":"Laiphrakpam DS, Khumanthem MS (2018) A robust image encryption scheme based on chaotic system and elliptic curve over finite field. Multimedia Tools and Applications 77(7):8629\u20138652","journal-title":"Multimedia Tools and Appl"},{"issue":"5","key":"683_CR70","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1049\/iet-ipr.2014.0514","volume":"9","author":"S Mushin","year":"2015","unstructured":"Mushin S, Nasharuddin Z (2015) Decomposition by binary codes-based speedy image encryption algorithm for multiple applications. IET Image Process 9(5):413\u2013423","journal-title":"IET Image Process"},{"issue":"11","key":"683_CR71","doi-asserted-by":"crossref","first-page":"4614","DOI":"10.1109\/TIP.2015.2467317","volume":"24","author":"D Mariusz","year":"2015","unstructured":"Mariusz D, Michal P, Roman R (2015) A new quaternion-based encryption method for DICOM images. IEEE Trans Image Process 24(11):4614\u20134622","journal-title":"IEEE Trans Image Process"},{"key":"683_CR72","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.sigpro.2016.03.021","volume":"128","author":"B Akram","year":"2016","unstructured":"Akram B, Ahmed AAE, Safya B (2016) A novel image encryption scheme based on substitution permutation network and chaos. Signal Process 128:155\u2013170","journal-title":"Signal Process"},{"key":"683_CR73","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.optlastec.2014.01.015","volume":"60","author":"Y Liu","year":"2014","unstructured":"Liu Y, Tang J, Xie T (2014) Cryptanalyzing a RGB image encryption algorithm based on DNA encoding and chaos map. Journal of Optics and Laser Technology 60:111\u2013115","journal-title":"J Opt Laser Technol"},{"issue":"10","key":"683_CR74","doi-asserted-by":"crossref","first-page":"5455","DOI":"10.1007\/s11042-015-2515-7","volume":"75","author":"A Jain","year":"2016","unstructured":"Jain A, Rajpal N (2016) A robust image encryption algorithm resistant to attacks using DNA and chaotic logistic maps. Multimedia Tools Appl 75(10):5455\u20135472","journal-title":"Multimedia Tools Appl"},{"issue":"6","key":"683_CR75","doi-asserted-by":"crossref","first-page":"2277","DOI":"10.1007\/s12652-018-0825-0","volume":"10","author":"S Suri","year":"2019","unstructured":"Suri S, Vijay R (2019) A synchronous intertwining logistic map-DNA approach for color image encryption. J Ambient Intell Humaniz Comput 10(6):2277\u20132290","journal-title":"J Ambient Intell Humaniz Comput"},{"key":"683_CR76","doi-asserted-by":"crossref","unstructured":"Khan JS, ur Rehman A., Ahmad J, Habib Z (2015) A new chaos-based secure image encryption scheme using multiple substitution boxes. In: 2015 Conference on information assurance and cyber security (CIACS), pp. 16\u201321. IEEE, New York","DOI":"10.1109\/CIACS.2015.7395561"},{"issue":"6","key":"683_CR77","doi-asserted-by":"crossref","first-page":"3753","DOI":"10.3233\/JIFS-17656","volume":"33","author":"FA Khan","year":"2017","unstructured":"Khan FA, Ahmed J, Khan JS, Ahmad J, Khan MA (2017) A novel image encryption based on Lorenz equation, Gingerbreadman chaotic map and S 8 permutation. J Intell Fuzzy Syst 33(6):3753\u20133765","journal-title":"J Intell Fuzzy Syst"},{"issue":"4","key":"683_CR78","first-page":"1","volume":"10","author":"X Zhang","year":"2018","unstructured":"Zhang X, Zhou Z, Niu Y (2018) An image encryption method based on the Feistel network and dynamic DNA encoding. IEEE Photonics J 10(4):1\u201314","journal-title":"IEEE Photonics J"},{"issue":"5","key":"683_CR79","doi-asserted-by":"crossref","first-page":"1457","DOI":"10.1016\/j.asoc.2012.01.016","volume":"12","author":"H Liu","year":"2012","unstructured":"Liu H, Wang X, Kadir A (2012) Image encryption using DNA complementary rule and chaotic maps. Appl Soft Comput 12(5):1457\u20131466","journal-title":"Appl Soft Comput"},{"issue":"1","key":"683_CR80","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/j.chaos.2004.11.096","volume":"26","author":"S Lian","year":"2005","unstructured":"Lian S, Sun J, Wang Z (2005) A block cipher based on a suitable use of the chaotic standard map. Chaos Solitons Fractals 26(1):117\u2013129","journal-title":"Chaos Solitons Fractals"},{"issue":"3","key":"683_CR81","doi-asserted-by":"crossref","first-page":"1727","DOI":"10.1007\/s11042-019-08375-6","volume":"79","author":"Z Azimi","year":"2020","unstructured":"Azimi Z, Ahadpour S (2020) Color image encryption based on DNA encoding and pair coupled chaotic maps. Multimedia Tools Appl 79(3):1727\u20131744","journal-title":"Multimedia Tools Appl"},{"key":"683_CR82","doi-asserted-by":"crossref","first-page":"2105","DOI":"10.1007\/s11042-018-6346-1","volume":"78","author":"A ur Rehman","year":"2019","unstructured":"ur Rehman A, Liao X, (2019) A novel robust dual diffusion\/confusion encryption technique for color Image based on Chaos, DNA and SHA-2. Multimed Tools Appl 78:2105\u20132133","journal-title":"Multimed Tools Appl"},{"key":"683_CR83","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1016\/j.asoc.2015.08.008","volume":"37","author":"X Wu","year":"2015","unstructured":"Wu X, Kan H, Kurths J (2015) A new color image encryption scheme based on DNA sequences and multiple improved 1D chaotic maps. Appl Soft Comput 37:24\u201339","journal-title":"Appl Soft Comput"},{"key":"683_CR84","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/j.sigpro.2018.06.008","volume":"153","author":"J Wu","year":"2018","unstructured":"Wu J, Liao X, Yang B (2018) Image encryption using 2D H\u00e9non-Sine map and DNA approach. Signal Process 153:11\u201323","journal-title":"Signal Process"},{"key":"683_CR85","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/j.optlaseng.2016.10.019","volume":"90","author":"AY Niyat","year":"2017","unstructured":"Niyat AY, Moattar MH, Torshiz MN (2017) Color image encryption based on hybrid hyper-chaotic system and cellular automata[J]. Opt Lasers Eng 90:225\u2013237","journal-title":"Opt Lasers Eng"},{"issue":"1","key":"683_CR86","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1007\/s11071-016-3030-8","volume":"87","author":"C Li","year":"2017","unstructured":"Li C, Luo G, Qin K et al (2017) An image encryption scheme based on chaotic tent map[J]. Nonlinear Dyn 87(1):127\u2013133","journal-title":"Nonlinear Dyn"},{"issue":"3","key":"683_CR87","doi-asserted-by":"crossref","first-page":"601","DOI":"10.1103\/RevModPhys.55.601","volume":"55","author":"S Wolfram","year":"1983","unstructured":"Wolfram S (1983) Statistical mechanics of cellular automata. Rev Mod Phys 55(3):601\u2013644","journal-title":"Rev Mod Phys"},{"key":"683_CR88","doi-asserted-by":"crossref","first-page":"2877","DOI":"10.1007\/s11071-020-05625-3","volume":"100","author":"PK Naskar","year":"2020","unstructured":"Naskar PK, Bhattacharyya S, Nandy D, Chaudhuri A (2020) A robust image encryption scheme using chaotic tent map and cellular automata. Nonlinear Dyn 100:2877\u20132898","journal-title":"Nonlinear Dyn"},{"issue":"3","key":"683_CR89","doi-asserted-by":"crossref","first-page":"1165","DOI":"10.1007\/s11071-018-4251-9","volume":"93","author":"Y Luo","year":"2018","unstructured":"Luo Y, Zhou R, Liu J, Cao Y, Ding X (2018) A parallel image encryption algorithm based on the piecewise linear chaotic map and hyper-chaotic map. Nonlinear Dyn 93(3):1165\u20131181","journal-title":"Nonlinear Dyn"},{"issue":"1","key":"683_CR90","doi-asserted-by":"crossref","first-page":"745","DOI":"10.1007\/s11071-018-4391-y","volume":"94","author":"G Ye","year":"2018","unstructured":"Ye G, Pan C, Huang X, Mei Q (2018) An efficient pixel-level chaotic image encryption algorithm. Nonlinear Dyn 94(1):745\u2013756","journal-title":"Nonlinear Dyn"},{"key":"683_CR91","doi-asserted-by":"crossref","unstructured":"Enayatifar R, Abdullah AH, Isnin IF (2014) Chaos-based image encryption using a hybrid genetic algorithm and a DNA sequence. Opt Lasers Eng 56:83\u201393.","DOI":"10.1016\/j.optlaseng.2013.12.003"},{"key":"683_CR92","first-page":"117","volume":"45","author":"B Mondal","year":"2019","unstructured":"Mondal B, Singh S, Kumar P (2019) A secure image encryption scheme based on cellular automata and chaotic skew tent map. J Inform Security Appl 45:117\u2013130","journal-title":"J Inform Security Appl"},{"key":"683_CR93","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1016\/j.optlaseng.2016.10.020","volume":"90","author":"Y Li","year":"2017","unstructured":"Li Y, Wang C, Chen H (2017) A hyper-chaos-based image encryption algorithm using pixel-level permutation and bit-level permutation. Opt Lasers Eng 90:238\u2013246","journal-title":"Opt Lasers Eng"},{"key":"683_CR94","doi-asserted-by":"crossref","unstructured":"Fu C, Lin Bb, Miao Ys, Liu X, Chen Jj (2011) A novel chaos-based bit-level permutation scheme for digital image encryption. Opt Commun 284(23):5415\u20135423.","DOI":"10.1016\/j.optcom.2011.08.013"},{"key":"683_CR95","doi-asserted-by":"crossref","unstructured":"Tong XJ, Wang Z, Zhang M, & Liu Y (2013) A new algorithm of the combination of image compression and encryption technology based on cross chaotic map. Nonlinear Dyn 72(1):229\u2013241","DOI":"10.1007\/s11071-012-0707-5"},{"key":"683_CR96","doi-asserted-by":"crossref","unstructured":"Babaei A, Motameni H, Enayatifar R (2020) A new permutation-diffusion-based image encryption technique using cellular automata and DNA sequence.\u00a0Optik 203: 164000.","DOI":"10.1016\/j.ijleo.2019.164000"},{"key":"683_CR97","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/j.optlaseng.2016.10.019","volume":"90","author":"AY Niyat","year":"2017","unstructured":"Niyat AY, Moattar MH, Torshiz MN (2017) Color image encryption based on hybrid hyper-chaotic system and cellular automata. Opt Lasers Eng 90:225\u2013237","journal-title":"Opt Lasers Eng"},{"key":"683_CR98","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.optlaseng.2015.12.006","volume":"82","author":"W Xingyuan","year":"2016","unstructured":"Xingyuan W, Yuanyuan Z, Huili Z, Kang G (2016) A novel color image encryption scheme using alternate chaotic mapping structure. Opt Lasers Eng 82:79\u201386","journal-title":"Opt Lasers Eng"},{"key":"683_CR99","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.optcom.2014.12.043","volume":"342","author":"W Xingyuan","year":"2015","unstructured":"Xingyuan W, Hui-li Z (2015) A color image encryption with heterogeneous bitpermutation and correlated chaos. Opt Commun 342:51\u201360","journal-title":"Opt Commun"},{"key":"683_CR100","doi-asserted-by":"crossref","unstructured":"Wu X, Kan H, & Kurths J (2015) A new color image encryption scheme based on DNA sequences and multiple improved 1D chaotic maps. Applied Soft Computing 37:24-39.","DOI":"10.1016\/j.asoc.2015.08.008"},{"key":"683_CR101","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1016\/j.image.2016.12.007","volume":"52","author":"X Chai","year":"2017","unstructured":"Chai X, Gan Z, Yang K, Chen Y, Liu X (2017) An image encryption algorithm based on the memristivehyperchaotic system, cellular automata and DNA sequence operations. Signal Process Image Commun 52:6\u201319","journal-title":"Signal Process Image Commun"},{"key":"683_CR102","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1016\/j.asoc.2009.12.011","volume":"11","author":"Y Wang","year":"2011","unstructured":"Wang Y, Wong KW, Liao X, Chen G (2011) A new chaos-based fast image encryption algorithm. J Appl Soft Comput 11:514\u2013522","journal-title":"J Appl Soft Comput"},{"key":"683_CR103","doi-asserted-by":"crossref","first-page":"2191","DOI":"10.1016\/j.chaos.2007.10.009","volume":"40","author":"D Xiao","year":"2009","unstructured":"Xiao D, Liao XW (2009) Analysis and improvement of a chaos-based image encryption algorithm. Chaos SolitonsFract 40:2191\u20132199","journal-title":"Chaos SolitonsFract"},{"key":"683_CR104","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1016\/j.cnsns.2013.06.031","volume":"19","author":"S Zhang","year":"2014","unstructured":"Zhang S, Xiao D (2014) An image encryption scheme based on rotation matrix bit-level permutation and block diffusion. Commun Nonlinear Sci Numer Simul 19:74\u201382","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"683_CR105","doi-asserted-by":"crossref","unstructured":"Kumar A, Raghava NS (2021) An efficient image encryption scheme using elementary cellular automata with novel permutation box.\u00a0Multimedia Tools Appli, pp 1\u201324","DOI":"10.1007\/s11042-021-10750-1"},{"key":"683_CR106","doi-asserted-by":"publisher","first-page":"5083","DOI":"10.1007\/s12652-020-01813-6","volume":"11","author":"S Roy","year":"2020","unstructured":"Roy S, Rawat U, Sareen HA, Nayak SK (2020) IECA: an efficient IoT friendly image encryption technique using programmable cellular automata. J Ambient IntellHumanizComput 11:5083\u20135102. https:\/\/doi.org\/10.1007\/s12652-020-01813-6","journal-title":"J Ambient IntellHumanizComput"},{"issue":"1","key":"683_CR107","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1007\/s11071-016-3030-8","volume":"87","author":"C Li","year":"2016","unstructured":"Li C, Luo G, Qin K, Li C (2016) An image encryption scheme based on chaotic tent map. Nonlinear Dyn 87(1):127\u2013133","journal-title":"Nonlinear Dyn"},{"key":"683_CR108","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/j.sigpro.2018.04.018","volume":"150","author":"P Ping","year":"2018","unstructured":"Ping P, Wu J, Mao Y, Xu F, Fan J (2018) Design of image cipher using life-like cellular automata and chaotic map. Signal Process 150:233\u2013247","journal-title":"Signal Process"},{"key":"683_CR109","doi-asserted-by":"crossref","unstructured":"Souyah, Amina, Kamel Mohamed Faraoun (2016) An image encryption scheme combining chaos-memory cellular automata and weighted histogram.\u00a0Nonlinear Dyn 86(1):639\u2013653.","DOI":"10.1007\/s11071-016-2912-0"},{"key":"683_CR110","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1016\/j.image.2016.12.007","volume":"52","author":"X Chai","year":"2017","unstructured":"Chai X, Gan Z, Yang K, Chen Y, Liu X (2017) An image encryption algorithm based on the memristivehyperchaotic system, cellular automata and DNA sequence operations. Signal Process Image Commun 52:6\u201319","journal-title":"Signal Process Image Commun"},{"key":"683_CR111","doi-asserted-by":"crossref","first-page":"14284","DOI":"10.1109\/ACCESS.2021.3052161","volume":"9","author":"AG Mohamed","year":"2021","unstructured":"Mohamed AG, Korany NO, El-Khamy SE (2021) New DNA coded fuzzy based (DNAFZ) S-boxes: application to robust image encryption using hyper chaotic maps. IEEE Access 9:14284\u201314305","journal-title":"IEEE Access"},{"key":"683_CR112","doi-asserted-by":"crossref","unstructured":"Hosseinzadeh R, Zarebnia M, Parvaz R (2019) Hybrid image encryption algorithm based on 3D chaotic system and choquet fuzzy integral.\u00a0Opt Laser Technol 120:105698.","DOI":"10.1016\/j.optlastec.2019.105698"},{"issue":"5","key":"683_CR113","doi-asserted-by":"crossref","first-page":"1671","DOI":"10.1016\/j.ijleo.2013.09.040","volume":"125","author":"A Kadir","year":"2014","unstructured":"Kadir A, Hamdulla A, Guo W (2014) Color image encryption using skew tent map and hyper chaotic system of 6th-order CNN. Optik 125(5):1671\u20131675","journal-title":"Optik"},{"key":"683_CR114","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.ins.2016.02.041","volume":"349","author":"X Wu","year":"2016","unstructured":"Wu X, Wang D, Kurths J, Kan H (2016) A novel lossless color image encryption scheme using 2D DWT and 6D hyperchaotic system. Inform Sci 349:137\u2013153","journal-title":"Inform Sci"},{"key":"683_CR115","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1016\/j.jss.2014.07.025","volume":"97","author":"SM Seyedzadeh","year":"2014","unstructured":"Seyedzadeh SM, Norouzi B, Mirzakuchaki S (2014) RGB color image encryption based on Choquet fuzzy integral. J Syst Softw 97:128\u2013139","journal-title":"J Syst Softw"},{"key":"683_CR116","doi-asserted-by":"crossref","first-page":"665","DOI":"10.1016\/j.optlaseng.2013.01.001","volume":"51","author":"A Bakhshandeh","year":"2013","unstructured":"Bakhshandeh A, Eslami Z (2013) An authenticated image encryption scheme based on chaotic maps and memory cellular automata. Opt Lasers Eng 51:665\u2013673","journal-title":"Opt Lasers Eng"},{"key":"683_CR117","doi-asserted-by":"crossref","first-page":"2986","DOI":"10.1016\/j.sigpro.2013.03.031","volume":"93","author":"AAA El-Latif","year":"2013","unstructured":"El-Latif AAA, Li L, Wang N, Han Q, Niu X (2013) A new approach to chaotic image encryption based on quantum chaotic system, exploiting color spaces. Signal Process 93:2986\u20133000","journal-title":"Signal Process"},{"key":"683_CR118","doi-asserted-by":"crossref","first-page":"3527","DOI":"10.1016\/j.ijleo.2012.10.068","volume":"124","author":"H Liu","year":"2013","unstructured":"Liu H, Wang X, Kadir A (2013) Color image encryption using Choquet fuzzy integral and hyper chaotic system. Optik 124:3527\u20133533","journal-title":"Optik"},{"key":"683_CR119","unstructured":"Wang J, Zheng N, Chen B, Principe JC (2017) Associations among image assessments as cost functions in linear decomposition: MSE, SSIM, and Correlation Coefficient. arXiv:1708.01541"}],"container-title":["Evolutionary Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12065-021-00683-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12065-021-00683-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12065-021-00683-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,8]],"date-time":"2025-04-08T23:48:30Z","timestamp":1744156110000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12065-021-00683-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,14]]},"references-count":119,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2023,6]]}},"alternative-id":["683"],"URL":"https:\/\/doi.org\/10.1007\/s12065-021-00683-x","relation":{},"ISSN":["1864-5909","1864-5917"],"issn-type":[{"value":"1864-5909","type":"print"},{"value":"1864-5917","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,14]]},"assertion":[{"value":"16 September 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 October 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 November 2021","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 June 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}