{"id":"https://openalex.org/W4226039693","doi":"https://doi.org/10.1109/tsmc.2022.3166554","title":"Quasisynchronization of Reaction\u2013Diffusion Neural Networks Under Deception Attacks","display_name":"Quasisynchronization of Reaction\u2013Diffusion Neural Networks Under Deception Attacks","publication_year":2022,"publication_date":"2022-04-21","ids":{"openalex":"https://openalex.org/W4226039693","doi":"https://doi.org/10.1109/tsmc.2022.3166554"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2022.3166554","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tsmc.2022.3166554","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221021/9954241/09761182.pdf","source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6221021/9954241/09761182.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041621256","display_name":"Ruimei Zhang","orcid":"https://orcid.org/0000-0002-6996-5412"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruimei Zhang","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hongxia Wang","orcid":"https://orcid.org/0000-0001-6294-3272"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxia Wang","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029473053","display_name":"Ju H. Park","orcid":"https://orcid.org/0000-0002-0218-2333"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ju H. Park","raw_affiliation_strings":["Department of Electrical Engineering, Yeungnam University, Gyeongsan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Yeungnam University, Gyeongsan, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059514204","display_name":"Hak\u2010Keung Lam","orcid":"https://orcid.org/0000-0002-6572-7265"},"institutions":[{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hak-Keung Lam","raw_affiliation_strings":["Department of Engineering, King&#x2019;s College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, King&#x2019;s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032866454","display_name":"Peisong He","orcid":"https://orcid.org/0000-0003-3121-0599"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peisong He","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041621256"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":5.9929,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.96666457,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"52","issue":"12","first_page":"7833","last_page":"7844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/deception","display_name":"Deception","score":0.8669109344482422},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5859194993972778},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5792260766029358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5732983946800232},{"id":"https://openalex.org/keywords/reaction\u2013diffusion-system","display_name":"Reaction\u2013diffusion system","score":0.4773540496826172},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44369152188301086},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4215202033519745},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3525615334510803},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30779510736465454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2627055048942566},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.12942788004875183},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12428751587867737}],"concepts":[{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.8669109344482422},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5859194993972778},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5792260766029358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5732983946800232},{"id":"https://openalex.org/C121231716","wikidata":"https://www.wikidata.org/wiki/Q901210","display_name":"Reaction\u2013diffusion system","level":2,"score":0.4773540496826172},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44369152188301086},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4215202033519745},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3525615334510803},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30779510736465454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2627055048942566},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.12942788004875183},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12428751587867737},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2022.3166554","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tsmc.2022.3166554","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221021/9954241/09761182.pdf","source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tsmc.2022.3166554","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tsmc.2022.3166554","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221021/9954241/09761182.pdf","source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G248781549","display_name":null,"funder_award_id":"2019R1A5A8080290","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3268721071","display_name":null,"funder_award_id":"2019R1A5A8080290","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5253400017","display_name":null,"funder_award_id":"2019R1A5A8080290","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7600130216","display_name":null,"funder_award_id":"2019R1A5A8080290","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7602022430","display_name":null,"funder_award_id":"YJ202037","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7685055460","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8346321914","display_name":null,"funder_award_id":"62003229","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4226039693.pdf","grobid_xml":"https://content.openalex.org/works/W4226039693.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1031578217","https://openalex.org/W1970442252","https://openalex.org/W1972523481","https://openalex.org/W2009257627","https://openalex.org/W2037686415","https://openalex.org/W2052018669","https://openalex.org/W2063540702","https://openalex.org/W2068483374","https://openalex.org/W2100445566","https://openalex.org/W2103048921","https://openalex.org/W2104081868","https://openalex.org/W2116238517","https://openalex.org/W2120381888","https://openalex.org/W2144928438","https://openalex.org/W2466978242","https://openalex.org/W2538251064","https://openalex.org/W2554850913","https://openalex.org/W2561352583","https://openalex.org/W2580848314","https://openalex.org/W2735768445","https://openalex.org/W2754625975","https://openalex.org/W2782914670","https://openalex.org/W2796369631","https://openalex.org/W2799979995","https://openalex.org/W2807731304","https://openalex.org/W2808965260","https://openalex.org/W2883863415","https://openalex.org/W2884451540","https://openalex.org/W2886874383","https://openalex.org/W2887320038","https://openalex.org/W2887863297","https://openalex.org/W2897092541","https://openalex.org/W2901304015","https://openalex.org/W2902337500","https://openalex.org/W2906731218","https://openalex.org/W2907691972","https://openalex.org/W2943776407","https://openalex.org/W2966010087","https://openalex.org/W2967122385","https://openalex.org/W2997622810","https://openalex.org/W2998924843","https://openalex.org/W3008042847","https://openalex.org/W3010848656","https://openalex.org/W3034136681","https://openalex.org/W3035162710","https://openalex.org/W3046790819","https://openalex.org/W3092816642","https://openalex.org/W3149864365","https://openalex.org/W3153659027","https://openalex.org/W4255777804","https://openalex.org/W6793118161"],"related_works":["https://openalex.org/W2165717120","https://openalex.org/W2039390456","https://openalex.org/W2948663225","https://openalex.org/W2029954793","https://openalex.org/W1992683634","https://openalex.org/W4295295666","https://openalex.org/W1978059949","https://openalex.org/W2512387791","https://openalex.org/W70044515","https://openalex.org/W2128448209"],"abstract_inverted_index":{"This":[0],"study":[1],"focuses":[2],"on":[3],"the":[4,13,36,49,68,80,106,111,120,128,131],"quasisynchronization":[5,69,84],"problem":[6,70,114],"for":[7,29,71,88,117],"reaction\u2013diffusion":[8],"neural":[9],"networks":[10],"(RDNNs)":[11],"in":[12,105],"presence":[14],"of":[15,51,100,108,130],"deception":[16,19,109],"attacks.":[17],"Under":[18],"attacks,":[20,110],"a":[21,57,98],"time\u2013space":[22],"sampled-data":[23],"(TSSD)":[24],"control":[25,34,38,92],"mechanism":[26,39],"is":[27,60,94,115],"proposed":[28,37],"RDNNs.":[30,89,118],"Compared":[31],"with":[32],"traditional":[33],"strategies,":[35],"can":[40,63],"not":[41],"only":[42],"save":[43],"network":[44],"bandwidth":[45],"but":[46],"also":[47],"improve":[48],"cybersecurity":[50],"communications.":[52],"Inspired":[53],"by":[54,75],"Halanay\u2019s":[55],"inequality,":[56],"new":[58],"inequality":[59,78],"proposed,":[61],"which":[62],"be":[64],"effectively":[65],"applied":[66],"to":[67,126],"dynamical":[72],"systems.":[73],"Then,":[74],"using":[76],"this":[77],"and":[79],"Lyapunov":[81],"functional":[82],"approach,":[83],"criteria":[85],"are":[86,124],"set":[87],"The":[90],"desired":[91],"gain":[93],"gained":[95],"from":[96],"solving":[97],"group":[99],"linear":[101],"matrix":[102],"inequalities.":[103],"Moreover,":[104],"absence":[107],"exponential":[112],"synchronization":[113],"studied":[116],"In":[119],"end,":[121],"simulation":[122],"results":[123],"given":[125],"demonstrate":[127],"usefulness":[129],"theoretical":[132],"analysis.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
