{"id":"https://openalex.org/W3169726078","doi":"https://doi.org/10.1155/2021/2390466","title":"ITDPM: An Internet Topology Dynamic Propagation Model Based on Generative Adversarial Learning","display_name":"ITDPM: An Internet Topology Dynamic Propagation Model Based on Generative Adversarial Learning","publication_year":2021,"publication_date":"2021-05-29","ids":{"openalex":"https://openalex.org/W3169726078","doi":"https://doi.org/10.1155/2021/2390466","mag":"3169726078"},"language":"en","primary_location":{"id":"doi:10.1155/2021/2390466","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/2390466","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/2390466.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2021/2390466.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101592770","display_name":"Hangyu Hu","orcid":"https://orcid.org/0000-0001-8752-4381"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hangyu Hu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":"https://orcid.org/0000-0001-8752-4381","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004271076","display_name":"Xuemeng Zhai","orcid":"https://orcid.org/0000-0002-3344-3647"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuemeng Zhai","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":"https://orcid.org/0000-0002-3344-3647","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044358671","display_name":"Gaolei Fei","orcid":"https://orcid.org/0000-0001-6529-3666"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaolei Fei","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058780083","display_name":"Guangmin Hu","orcid":"https://orcid.org/0000-0002-4694-9145"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangmin Hu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5004271076"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":0.1519,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48359246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.998199999332428,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.998199999332428,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7834793329238892},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.6240867972373962},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6044616103172302},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5791136026382446},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5260148644447327},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44099700450897217},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.43671658635139465},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.38008755445480347},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3777529299259186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3453848958015442},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3399296998977661},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32746055722236633},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2427506148815155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10402747988700867},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09046709537506104},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.08159416913986206},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07941430807113647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7834793329238892},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.6240867972373962},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6044616103172302},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5791136026382446},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5260148644447327},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44099700450897217},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.43671658635139465},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.38008755445480347},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3777529299259186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3453848958015442},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3399296998977661},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32746055722236633},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2427506148815155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10402747988700867},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09046709537506104},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.08159416913986206},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07941430807113647},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/2390466","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/2390466","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/2390466.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a29a092e6c17496187207552501dbd30","is_oa":true,"landing_page_url":"https://doaj.org/article/a29a092e6c17496187207552501dbd30","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2021/2390466","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/2390466","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Article"}],"best_oa_location":{"id":"doi:10.1155/2021/2390466","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/2390466","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/2390466.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G22391566","display_name":null,"funder_award_id":"2019YFG0456","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3313619422","display_name":"\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u7684\u793e\u4ea4\u7f51\u7edc\u76ee\u6807\u8d26\u53f7\u8bc6\u522b\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62071095","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3169726078.pdf","grobid_xml":"https://content.openalex.org/works/W3169726078.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1931400479","https://openalex.org/W2038063928","https://openalex.org/W2038195874","https://openalex.org/W2061820396","https://openalex.org/W2101420429","https://openalex.org/W2261717057","https://openalex.org/W2606842786","https://openalex.org/W2765336044","https://openalex.org/W2765811365","https://openalex.org/W2772330423","https://openalex.org/W2792435571","https://openalex.org/W2792824988","https://openalex.org/W2793232926","https://openalex.org/W2794787653","https://openalex.org/W2797495909","https://openalex.org/W2806833575","https://openalex.org/W2963001155","https://openalex.org/W2963277051","https://openalex.org/W2974929433","https://openalex.org/W3004658916","https://openalex.org/W3035703010","https://openalex.org/W3040922540","https://openalex.org/W3041476739","https://openalex.org/W3098376310","https://openalex.org/W3111085784","https://openalex.org/W3131340246","https://openalex.org/W3139244260","https://openalex.org/W4232212779","https://openalex.org/W4255646925","https://openalex.org/W6718092244"],"related_works":["https://openalex.org/W4293320219","https://openalex.org/W2953246223","https://openalex.org/W4283584549","https://openalex.org/W2554314924","https://openalex.org/W4288256692","https://openalex.org/W2998859928","https://openalex.org/W4381885966","https://openalex.org/W2969399009","https://openalex.org/W4398186750","https://openalex.org/W3151498616"],"abstract_inverted_index":{"Network":[0],"information":[1,35,129,162],"propagation":[2,130],"analysis":[3,13],"is":[4,26],"gaining":[5],"a":[6,70],"more":[7],"important":[8,31],"role":[9],"in":[10,62,157],"network":[11,116,161,172,176,195],"vulnerability":[12],"domain":[14],"for":[15,73,140],"preventing":[16],"potential":[17],"risks":[18],"and":[19,95,119,132,174],"threats.":[20],"Identifying":[21],"the":[22,29,58,93,96,99,108,114,124,128,135,138,146,150,178,190],"influential":[23,60,76,192],"source":[24],"nodes":[25,43,54,61,77,111,153,193],"one":[27],"of":[28,89],"most":[30,191],"problems":[32],"to":[33,137,169],"analyze":[34],"propagation.":[36,164],"Traditional":[37],"methods":[38],"mainly":[39],"focus":[40],"on":[41,79,113,145,188],"extracting":[42],"that":[44,182],"have":[45],"high":[46,59,75],"degrees":[47],"or":[48],"local":[49],"clustering":[50],"coefficients.":[51],"However,":[52],"these":[53],"are":[55,154],"not":[56],"necessarily":[57],"many":[63],"real-world":[64],"complex":[65,171],"networks.":[66],"Therefore,":[67],"we":[68],"propose":[69],"novel":[71],"method":[72,168],"detecting":[74],"based":[78,112],"Internet":[80],"Topology":[81],"Dynamic":[82],"Propagation":[83],"Model":[84],"(ITDPM).":[85],"The":[86,104],"model":[87,184],"consists":[88],"two":[90],"processing":[91],"stages:":[92],"generator":[94,105,139],"discriminator":[97,125],"like":[98],"generative":[100,147],"adversarial":[101,148],"networks":[102],"(GANs).":[103],"stage":[106,126],"generates":[107],"optimal":[109,151],"source-driven":[110,152],"improved":[115],"control":[117],"theory":[118],"node":[120],"importance":[121],"characteristics,":[122],"while":[123],"trains":[127],"process":[131],"feeds":[133],"back":[134],"outputs":[136],"performing":[141],"iterative":[142],"optimization.":[143],"Based":[144],"learning,":[149],"then":[155],"updated":[156],"each":[158],"step":[159],"via":[160],"dynamic":[163],"We":[165],"apply":[166],"our":[167,183],"random-generated":[170],"data":[173],"real":[175],"data;":[177],"experimental":[179],"results":[180],"show":[181],"has":[185],"notable":[186],"performance":[187],"identifying":[189],"during":[194],"operation.":[196]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
