{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T12:05:09Z","timestamp":1784117109863,"version":"3.55.0"},"reference-count":62,"publisher":"Wiley","license":[{"start":{"date-parts":[[2021,2,4]],"date-time":"2021-02-04T00:00:00Z","timestamp":1612396800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61971185"],"award-info":[{"award-number":["61971185"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2020JJ4218"],"award-info":[{"award-number":["2020JJ4218"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004735","name":"Natural Science Foundation of Hunan Province","doi-asserted-by":"publisher","award":["61971185"],"award-info":[{"award-number":["61971185"]}],"id":[{"id":"10.13039\/501100004735","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004735","name":"Natural Science Foundation of Hunan Province","doi-asserted-by":"publisher","award":["2020JJ4218"],"award-info":[{"award-number":["2020JJ4218"]}],"id":[{"id":"10.13039\/501100004735","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Security and Communication Networks"],"published-print":{"date-parts":[[2021,2,4]]},"abstract":"<jats:p>In this paper, we propose a hyperchaotic image encryption system based on particle swarm optimization algorithm (PSO) and cellular automata (CA). Firstly, to improve the ability to resist plaintext attacks, the initial conditions of the hyperchaotic system are generated by the hash function value which is closely related to the plaintext image to be encrypted. In addition, the fitness of PSO is the correlation coefficient between adjacent pixels of the image. Moreover, On the basis of hyperchaotic system, cellular automata technology is adopted, which can enhance the randomness of population distribution and increase the complexity and diversity of the population so that the security of the encryption system can be improved and avoid falling into local optimum. The simulation results and security analysis of the proposed encryption system demonstrate that the hyperchaotic image encryption system has high resistance against plaintext attack and statistical attack.<\/jats:p>","DOI":"10.1155\/2021\/6675565","type":"journal-article","created":{"date-parts":[[2021,2,8]],"date-time":"2021-02-08T20:50:50Z","timestamp":1612817450000},"page":"1-15","source":"Crossref","is-referenced-by-count":51,"title":["A Novel Hyperchaotic Image Encryption System Based on Particle Swarm Optimization Algorithm and Cellular Automata"],"prefix":"10.1155","volume":"2021","author":[{"given":"Jie","family":"Zeng","sequence":"first","affiliation":[{"name":"College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6522-9795","authenticated-orcid":true,"given":"Chunhua","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/s0375-9601(98)00086-3"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1016\/s0016-0032(00)00087-9"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127420501849"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/tcsii.2020.3000492"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127420500868"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnsns.2020.105390"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127417500912"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-020-05687-3"},{"issue":"5","key":"9","article-title":"A simple locally active memristor and its application in HR neurons","volume":"30","author":"Y. M. Tan","year":"2020","journal-title":"Chaos"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/7530976"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127420501473"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127416501455"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1007\/s12043-016-1342-3"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2020.125483"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8034196"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127419501177"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09448-7"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2020.109859"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/0375-9601(79)90150-6"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-015-2173-3"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-015-2691-5"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-016-2934-7"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.03.055"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-3861-9"},{"key":"25","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1016\/j.chaos.2016.12.018","article-title":"Secure image encryption algorithm design using a novel chaos based S-box","volume":"95","author":"\u00dc. \u00c7avu\u015fo\u011flu","year":"2017","journal-title":"Chaos, Solitons and Fractals"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.3390\/sym10090399"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.3390\/app9040781"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlaseng.2015.09.007"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2015.06.008"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlaseng.2016.10.020"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1016\/j.optcom.2011.04.001"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-017-5406-2"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2017.06.014"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-015-2515-7"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-015-2982-x"},{"key":"36","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-016-3024-6"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2018.06.008"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2018.09.029"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-7642-0"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlaseng.2019.105995"},{"key":"41","doi-asserted-by":"publisher","DOI":"10.3390\/e22020171"},{"key":"42","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-014-1824-0"},{"key":"43","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlaseng.2015.03.007"},{"key":"44","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2016.12.007"},{"key":"45","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/j.optlaseng.2016.10.019","article-title":"Color image encryption based on hybrid hyper-chaotic system and cellular automata","volume":"90","author":"A. Y. Niyat","year":"2017","journal-title":"Optics and Lasers in Engineering"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.1109\/access.2018.2867111"},{"key":"47","doi-asserted-by":"crossref","first-page":"212","DOI":"10.1016\/j.optlastec.2016.12.024","article-title":"Multi-focus image fusion and robust encryption algorithm based on compressive sensing","volume":"91","author":"X. Di","year":"2017","journal-title":"Optics & Laser Technology"},{"key":"48","doi-asserted-by":"publisher","DOI":"10.1016\/j.jisa.2019.01.010"},{"key":"49","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127418500475"},{"key":"50","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2020.107484"},{"key":"51","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127420500601"},{"key":"52","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09542-w"},{"key":"53","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127420502338"},{"key":"54","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2020.107563"},{"key":"55","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-018-4391-y"},{"key":"56","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-08273-x"},{"key":"57","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8815315"},{"key":"58","doi-asserted-by":"publisher","DOI":"10.1007\/s41870-018-0099-y"},{"key":"59","doi-asserted-by":"publisher","DOI":"10.1142\/s0218127409025146"},{"key":"60","first-page":"39","article-title":"A new optimizer using particle swarm theory","author":"R. Eberhart"},{"key":"61","doi-asserted-by":"publisher","DOI":"10.1103\/revmodphys.55.601"},{"key":"62","doi-asserted-by":"publisher","DOI":"10.1016\/j.jisa.2014.01.001"}],"container-title":["Security and Communication Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/scn\/2021\/6675565.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/scn\/2021\/6675565.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/scn\/2021\/6675565.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,8]],"date-time":"2021-02-08T20:51:03Z","timestamp":1612817463000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/scn\/2021\/6675565\/"}},"subtitle":[],"editor":[{"given":"Guodong","family":"Ye","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2021,2,4]]},"references-count":62,"alternative-id":["6675565","6675565"],"URL":"https:\/\/doi.org\/10.1155\/2021\/6675565","relation":{},"ISSN":["1939-0122","1939-0114"],"issn-type":[{"value":"1939-0122","type":"electronic"},{"value":"1939-0114","type":"print"}],"subject":[],"published":{"date-parts":[[2021,2,4]]}}}