{"id":"https://openalex.org/W4223411023","doi":"https://doi.org/10.1145/3512290.3528729","title":"Defending active directory by combining neural network based dynamic program and evolutionary diversity optimisation","display_name":"Defending active directory by combining neural network based dynamic program and evolutionary diversity optimisation","publication_year":2022,"publication_date":"2022-07-08","ids":{"openalex":"https://openalex.org/W4223411023","doi":"https://doi.org/10.1145/3512290.3528729"},"language":"en","primary_location":{"id":"doi:10.1145/3512290.3528729","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512290.3528729","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2204.03397","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084412291","display_name":"Diksha Goel","orcid":"https://orcid.org/0000-0001-8212-8793"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Diksha Goel","raw_affiliation_strings":["University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014798059","display_name":"Max Ward","orcid":"https://orcid.org/0000-0001-9114-7339"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Max Hector Ward-Graham","raw_affiliation_strings":["Harvard University and University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"Harvard University and University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001757263","display_name":"Aneta Neumann","orcid":"https://orcid.org/0000-0002-0036-4782"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Aneta Neumann","raw_affiliation_strings":["University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089531887","display_name":"Frank Neumann","orcid":"https://orcid.org/0000-0002-2721-3618"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Frank Neumann","raw_affiliation_strings":["University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056718700","display_name":"Hung Nguyen","orcid":"https://orcid.org/0000-0003-1028-920X"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hung Nguyen","raw_affiliation_strings":["University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019911052","display_name":"Mingyu Guo","orcid":"https://orcid.org/0000-0002-3478-9201"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mingyu Guo","raw_affiliation_strings":["University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084412291"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":3.0147,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.93166413,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1191","last_page":"1199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9979000091552734,"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":0.9979000091552734,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10734","display_name":"Information and Cyber Security","score":0.9739000201225281,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7063385844230652},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.640679121017456},{"id":"https://openalex.org/keywords/directory","display_name":"Directory","score":0.6001430153846741},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.584516704082489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43989771604537964},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.43228548765182495},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06952559947967529}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7063385844230652},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.640679121017456},{"id":"https://openalex.org/C2777683733","wikidata":"https://www.wikidata.org/wiki/Q201456","display_name":"Directory","level":2,"score":0.6001430153846741},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.584516704082489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43989771604537964},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.43228548765182495},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06952559947967529},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3512290.3528729","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512290.3528729","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2204.03397","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.03397","pdf_url":"https://arxiv.org/pdf/2204.03397","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/136639","is_oa":false,"landing_page_url":"https://hdl.handle.net/2440/136639","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://dl.acm.org/doi/proceedings/10.1145/3512290","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2204.03397","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.03397","pdf_url":"https://arxiv.org/pdf/2204.03397","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3322460609","display_name":null,"funder_award_id":"DP190103894, FT200100536","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1504521876","https://openalex.org/W1970879550","https://openalex.org/W2101822116","https://openalex.org/W2105899518","https://openalex.org/W2115826669","https://openalex.org/W2133057300","https://openalex.org/W2158934842","https://openalex.org/W2266357778","https://openalex.org/W2857792127","https://openalex.org/W2961190629","https://openalex.org/W2962687375","https://openalex.org/W2997596630","https://openalex.org/W3016842374","https://openalex.org/W3027038700","https://openalex.org/W3129691463","https://openalex.org/W3175904812"],"related_works":["https://openalex.org/W3115906952","https://openalex.org/W3134811395","https://openalex.org/W3155196058","https://openalex.org/W1529821365","https://openalex.org/W2135486207","https://openalex.org/W1499611046","https://openalex.org/W3024420453","https://openalex.org/W2388608119","https://openalex.org/W2915494741","https://openalex.org/W9569021"],"abstract_inverted_index":{"Active":[0],"Directory":[1],"(AD)":[2],"is":[3,79,99,119,190],"the":[4,71,89,97,109,128,136,146,158,166,196],"default":[5],"security":[6],"management":[7],"system":[8],"for":[9,135,164,182],"Windows":[10],"domain":[11],"networks.":[12],"We":[13,94,107,168],"study":[14],"a":[15,36,54,58,82,122,150],"Stackelberg":[16],"game":[17],"model":[18],"between":[19,173],"one":[20,23],"attacker":[21,31,42,62],"and":[22,57,171,176],"defender":[24],"on":[25,145],"an":[26,113,131],"AD":[27],"attack":[28],"graph.":[29],"The":[30,41,61,76,142],"initially":[32],"has":[33,53],"access":[34],"to":[35,64,80,87,104,112],"set":[37,46,152],"of":[38,68,85,92,153,161],"entry":[39],"nodes.":[40],"can":[43],"expand":[44],"this":[45],"by":[47,121],"strategically":[48],"exploring":[49],"edges.":[50],"Every":[51],"edge":[52],"detection":[55],"rate":[56],"failure":[59],"rate.":[60],"aims":[63],"maximize":[65],"their":[66],"chance":[67,91],"successfully":[69],"reaching":[70],"destination":[72],"before":[73],"getting":[74],"detected.":[75],"defender's":[77,137,147],"task":[78],"block":[81],"constant":[83],"number":[84],"edges":[86],"decrease":[88],"attacker's":[90,110],"success.":[93],"show":[95,180],"that":[96,118,181],"problem":[98,111],"#P-hard":[100],"and,":[101],"therefore,":[102],"intractable":[103],"solve":[105],"exactly.":[106],"convert":[108],"exponential":[114],"sized":[115],"Dynamic":[116],"Program":[117],"approximated":[120],"Neural":[123],"Network":[124],"(NN).":[125],"Once":[126],"trained,":[127],"NN":[129,163,174],"provides":[130,149],"eficient":[132],"fitness":[133],"function":[134],"Evolutionary":[138],"Diversity":[139],"Optimisation":[140],"(EDO).":[141],"diversity":[143],"emphasis":[144],"solution":[148],"diverse":[151],"training":[154,159,175],"samples,":[155],"which":[156],"improves":[157],"accuracy":[160],"our":[162,185],"modelling":[165],"attacker.":[167],"go":[169],"back":[170],"forth":[172],"EDO.":[177],"Experimental":[178],"results":[179],"R500":[183],"graph,":[184],"proposed":[186],"EDO":[187],"based":[188],"defense":[189],"less":[191],"than":[192],"1%":[193],"away":[194],"from":[195],"optimal":[197],"defense.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}