{"id":"https://openalex.org/W4400645442","doi":"https://doi.org/10.1109/tetci.2024.3425282","title":"A New-Type Zeroing Neural Network Model and Its Application in Dynamic Cryptography","display_name":"A New-Type Zeroing Neural Network Model and Its Application in Dynamic Cryptography","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4400645442","doi":"https://doi.org/10.1109/tetci.2024.3425282"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3425282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3425282","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102822106","display_name":"Jingcan Zhu","orcid":"https://orcid.org/0000-0003-0107-5621"},"institutions":[{"id":"https://openalex.org/I165911609","display_name":"Changsha Medical University","ror":"https://ror.org/05dt7z971","country_code":"CN","type":"education","lineage":["https://openalex.org/I165911609"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingcan Zhu","raw_affiliation_strings":["School of Information Engineering, Changsha Medical University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-0107-5621","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Changsha Medical University, Changsha, China","institution_ids":["https://openalex.org/I165911609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073881751","display_name":"Jie Jin","orcid":"https://orcid.org/0000-0002-7386-8412"},"institutions":[{"id":"https://openalex.org/I165911609","display_name":"Changsha Medical University","ror":"https://ror.org/05dt7z971","country_code":"CN","type":"education","lineage":["https://openalex.org/I165911609"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Jin","raw_affiliation_strings":["School of Information Engineering, Changsha Medical University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-7386-8412","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Changsha Medical University, Changsha, China","institution_ids":["https://openalex.org/I165911609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100630346","display_name":"Chaoyang Chen","orcid":"https://orcid.org/0000-0002-8095-399X"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoyang Chen","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China"],"raw_orcid":"https://orcid.org/0000-0002-8095-399X","affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019820828","display_name":"Lianghong Wu","orcid":"https://orcid.org/0000-0002-9795-0808"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianghong Wu","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China"],"raw_orcid":"https://orcid.org/0000-0002-9795-0808","affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069530061","display_name":"Ming Lu","orcid":"https://orcid.org/0000-0002-4427-4981"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Lu","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087964617","display_name":"Aijia Ouyang","orcid":"https://orcid.org/0000-0003-1436-0835"},"institutions":[{"id":"https://openalex.org/I4210091787","display_name":"Zunyi Normal College","ror":"https://ror.org/00g2pnp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091787"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aijia Ouyang","raw_affiliation_strings":["School of Information Engineering, Zunyi Normal University, Zunyi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Zunyi Normal University, Zunyi, China","institution_ids":["https://openalex.org/I4210091787"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.097,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.9932417,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"9","issue":"1","first_page":"176","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9235000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9235000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5752813816070557},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.5678881406784058},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5518661737442017},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.476606547832489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2912534475326538},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24648410081863403},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05872026085853577}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5752813816070557},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.5678881406784058},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5518661737442017},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.476606547832489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2912534475326538},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24648410081863403},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05872026085853577},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3425282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3425282","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1885046401","display_name":null,"funder_award_id":"62062071","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5920545334","display_name":null,"funder_award_id":"62273141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W630157305","https://openalex.org/W1978656748","https://openalex.org/W2129290779","https://openalex.org/W2147372745","https://openalex.org/W2808323905","https://openalex.org/W2889475612","https://openalex.org/W2923358493","https://openalex.org/W2941887520","https://openalex.org/W2965637422","https://openalex.org/W2973843340","https://openalex.org/W2974951709","https://openalex.org/W2989156307","https://openalex.org/W3003431099","https://openalex.org/W3011066755","https://openalex.org/W3024002852","https://openalex.org/W3048109573","https://openalex.org/W3089209673","https://openalex.org/W3092811059","https://openalex.org/W3112860443","https://openalex.org/W3113585697","https://openalex.org/W3118403460","https://openalex.org/W3120862948","https://openalex.org/W3123516373","https://openalex.org/W3126245530","https://openalex.org/W3138341408","https://openalex.org/W3138823696","https://openalex.org/W3165823140","https://openalex.org/W3167826341","https://openalex.org/W3176893347","https://openalex.org/W3198045838","https://openalex.org/W3200161806","https://openalex.org/W3201305170","https://openalex.org/W3212159742","https://openalex.org/W3215518944","https://openalex.org/W3216591671","https://openalex.org/W4200217955","https://openalex.org/W4200357095","https://openalex.org/W4205974387","https://openalex.org/W4206422202","https://openalex.org/W4207001613","https://openalex.org/W4210347345","https://openalex.org/W4210720704","https://openalex.org/W4213015918","https://openalex.org/W4214708851","https://openalex.org/W4225329206","https://openalex.org/W4231917949","https://openalex.org/W4234998005","https://openalex.org/W4281566377","https://openalex.org/W4282918380","https://openalex.org/W4282923814","https://openalex.org/W4282924228","https://openalex.org/W4285117746","https://openalex.org/W4285309916","https://openalex.org/W4291115055","https://openalex.org/W4299415372","https://openalex.org/W4303520539","https://openalex.org/W4312283614","https://openalex.org/W4313039005","https://openalex.org/W4319338903","https://openalex.org/W4320038897","https://openalex.org/W4323049144","https://openalex.org/W4323345826","https://openalex.org/W4364353503","https://openalex.org/W4377971412","https://openalex.org/W4383427999","https://openalex.org/W4385627932","https://openalex.org/W4385756500","https://openalex.org/W4389762816","https://openalex.org/W4391547602","https://openalex.org/W4392450917"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Cryptography":[0],"is":[1,17,123,166,228],"the":[2,12,24,30,36,54,59,63,68,83,90,129,138,148,151,164,170,191,214,219,222],"core":[3],"of":[4,10,35,62,86,133,143,175,190,221],"information":[5],"security.":[6],"Among":[7],"various":[8],"types":[9],"ciphers,":[11],"traditional":[13],"Hill":[14,47],"Cipher":[15,48],"(THC)":[16],"a":[18,44,97,106,116],"static":[19],"alternative":[20],"cipher":[21],"based":[22],"on":[23],"basic":[25],"matrix":[26],"theory.":[27],"Stuck":[28],"in":[29,78,161,225],"security":[31],"and":[32,105,114,141,155,172,178,208,218],"real-time":[33],"issues":[34],"THC":[37],"with":[38,50,156,194],"time-invariant":[39],"key,":[40],"this":[41,65],"paper":[42],"studies":[43],"dynamic":[45,80],"novel":[46],"(NHC)":[49],"time-variant":[51,91,108],"key":[52,92],"for":[53,127,146,212],"first":[55],"time.":[56],"To":[57],"ensure":[58],"fast":[60],"decryption":[61,84,173,227],"NHC,":[64],"work":[66],"chooses":[67],"zeroing":[69,118,196],"neural":[70,119,197],"network":[71,120,198],"(ZNN)":[72],"which":[73],"plays":[74],"vital":[75],"important":[76],"role":[77],"solving":[79,128,147,213],"problems":[81],"as":[82],"algorithm":[85],"NHC":[87,165,226],"to":[88,169,182],"solve":[89],"inversion":[93],"(TVKI)":[94],"matrix.":[95],"Specifically,":[96],"new":[98,107],"robust":[99],"fixed-time":[100,139],"convergent":[101],"activation":[102,205],"function":[103],"(NRFT-AF)":[104],"convergence":[109,140,209],"factor":[110],"(NTv-CF)":[111],"are":[112,158,216],"designed,":[113],"thus":[115],"new-type":[117],"model":[121,145,193,224],"(NT-ZNN)":[122],"constructed":[124,201],"by":[125,202],"them":[126],"TVKI.":[130],"By":[131],"virtue":[132],"abundant":[134],"rigorous":[135],"mathematical":[136],"derivation,":[137],"robustness":[142],"NT-ZNN":[144,192,223],"TVKI":[149,215],"under":[150],"cases":[152],"without":[153],"noise":[154,157],"theoretically":[159],"demonstrated":[160],"detail.":[162],"Moreover,":[163],"also":[167],"applied":[168],"encryption":[171],"experiments":[174],"different":[176],"strings":[177],"RGB":[179],"color":[180],"image":[181],"validate":[183],"its":[184],"reliability.":[185],"Then,":[186],"comparative":[187],"simulation":[188],"results":[189],"conventional-type":[195],"(CT-ZNN)":[199],"models":[200],"other":[203],"existing":[204],"functions":[206],"(AFs)":[207],"factors":[210],"(CFs)":[211],"given,":[217],"superiority":[220],"further":[229],"verified.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":26},{"year":2025,"cited_by_count":40},{"year":2024,"cited_by_count":4}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
