{"id":"https://openalex.org/W4407466435","doi":"https://doi.org/10.1109/iccvit63928.2024.10872547","title":"Research on Kill Chain Resource Allocation Optimization Based on Reinforcement Learning and Game Theory","display_name":"Research on Kill Chain Resource Allocation Optimization Based on Reinforcement Learning and Game Theory","publication_year":2024,"publication_date":"2024-11-24","ids":{"openalex":"https://openalex.org/W4407466435","doi":"https://doi.org/10.1109/iccvit63928.2024.10872547"},"language":"en","primary_location":{"id":"doi:10.1109/iccvit63928.2024.10872547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvit63928.2024.10872547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Computer, Vision and Intelligent Technology (ICCVIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5011350736","display_name":"Hang Xiao","orcid":"https://orcid.org/0000-0002-7273-4316"},"institutions":[{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Xiao","raw_affiliation_strings":["Nanjing Research Institute of Electronic Engineering,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Research Institute of Electronic Engineering,Nanjing,China","institution_ids":["https://openalex.org/I4210110458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028977488","display_name":"Shuo Sun","orcid":"https://orcid.org/0000-0002-7178-0564"},"institutions":[{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangjing Sun","raw_affiliation_strings":["Nanjing Research Institute of Electronic Engineering,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Research Institute of Electronic Engineering,Nanjing,China","institution_ids":["https://openalex.org/I4210110458"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069213719","display_name":"Dong Li","orcid":"https://orcid.org/0000-0002-1154-6549"},"institutions":[{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Li","raw_affiliation_strings":["Nanjing Research Institute of Electronic Engineering,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Research Institute of Electronic Engineering,Nanjing,China","institution_ids":["https://openalex.org/I4210110458"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210110458"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.3743000030517578,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.3743000030517578,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.763184130191803},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.6965012550354004},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.655406653881073},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5671265125274658},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4254872798919678},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4162626266479492},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4104149341583252},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.35156017541885376},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.2604263722896576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2559036612510681},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.19587692618370056},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12718170881271362},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12590932846069336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1196465790271759},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10111817717552185}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.763184130191803},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.6965012550354004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.655406653881073},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5671265125274658},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4254872798919678},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4162626266479492},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4104149341583252},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35156017541885376},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.2604263722896576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2559036612510681},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.19587692618370056},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12718170881271362},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12590932846069336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1196465790271759},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10111817717552185}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccvit63928.2024.10872547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvit63928.2024.10872547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Computer, Vision and Intelligent Technology (ICCVIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1562448112","https://openalex.org/W1667368742","https://openalex.org/W2034218563","https://openalex.org/W2887801992","https://openalex.org/W2960876848","https://openalex.org/W2963805801","https://openalex.org/W3107245277","https://openalex.org/W3209573215","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2899710666","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W2034088638"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"a":[3,24,63,115],"resource":[4,16,54,87,99,123],"allocation":[5,55,88],"optimization":[6],"method":[7,61,84,107],"based":[8],"on":[9],"reinforcement":[10,38,72],"learning":[11,39],"and":[12,33,35,71,98,122],"game":[13,66],"theory":[14],"for":[15,42,56],"management":[17],"in":[18,76,89,118],"kill":[19],"chain":[20],"tasks.":[21],"By":[22],"constructing":[23],"game-theoretic":[25],"model":[26],"to":[27,49],"analyze":[28],"the":[29,51,57,83,103,106],"interaction":[30,69],"between":[31],"attackers":[32],"defenders":[34],"integrating":[36],"deep":[37],"(DRL)":[40],"algorithms":[41],"adaptive":[43],"strategy":[44],"optimization,":[45],"this":[46],"approach":[47],"aims":[48],"enhance":[50],"efficiency":[52],"of":[53,65,105,120],"defender.":[58],"The":[59],"proposed":[60],"leverages":[62],"combination":[64],"theory\u2019s":[67],"strategic":[68],"modeling":[70],"learning\u2019s":[73],"decision-making":[74],"capability":[75],"uncertain":[77],"environments.":[78],"Simulation":[79],"results":[80],"demonstrate":[81],"that":[82],"effectively":[85],"optimizes":[86],"dynamic,":[90],"adversarial":[91],"scenarios,":[92],"improving":[93],"both":[94],"defense":[95],"success":[96],"rate":[97],"utilization":[100],"efficiency.":[101],"Additionally,":[102],"performance":[104],"is":[108],"compared":[109],"with":[110],"traditional":[111],"heuristic":[112],"algorithms,":[113],"showing":[114],"clear":[116],"improvement":[117],"terms":[119],"adaptability":[121],"management.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}