{"id":"https://openalex.org/W4401214818","doi":"https://doi.org/10.1145/3638530.3664155","title":"Explaining Automatically Designed Software Defined Perimeters with a Two Phase Evolutionary Computation System","display_name":"Explaining Automatically Designed Software Defined Perimeters with a Two Phase Evolutionary Computation System","publication_year":2024,"publication_date":"2024-07-14","ids":{"openalex":"https://openalex.org/W4401214818","doi":"https://doi.org/10.1145/3638530.3664155"},"language":"en","primary_location":{"id":"doi:10.1145/3638530.3664155","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3664155","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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 Companion","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/A5102793074","display_name":"James Gunder Frazier","orcid":"https://orcid.org/0009-0008-9549-1485"},"institutions":[{"id":"https://openalex.org/I188592606","display_name":"Hamilton College","ror":"https://ror.org/05709zb94","country_code":"US","type":"education","lineage":["https://openalex.org/I188592606"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Gunder Frazier","raw_affiliation_strings":["Hamilton College, Clinton, NY, United States of America"],"raw_orcid":"https://orcid.org/0009-0008-9549-1485","affiliations":[{"raw_affiliation_string":"Hamilton College, Clinton, NY, United States of America","institution_ids":["https://openalex.org/I188592606"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083108240","display_name":"Thomas Helmuth","orcid":"https://orcid.org/0000-0002-2330-6809"},"institutions":[{"id":"https://openalex.org/I188592606","display_name":"Hamilton College","ror":"https://ror.org/05709zb94","country_code":"US","type":"education","lineage":["https://openalex.org/I188592606"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Helmuth","raw_affiliation_strings":["Hamilton College, Clinton, NY, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-2330-6809","affiliations":[{"raw_affiliation_string":"Hamilton College, Clinton, NY, United States of America","institution_ids":["https://openalex.org/I188592606"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I188592606"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11185371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1527","last_page":"1535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7806633114814758},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.625645637512207},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5520206689834595},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5122038722038269},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.44206297397613525},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3256039023399353},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2216404676437378}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7806633114814758},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.625645637512207},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5520206689834595},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5122038722038269},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.44206297397613525},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3256039023399353},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2216404676437378}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3638530.3664155","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3664155","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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 Companion","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":25,"referenced_works":["https://openalex.org/W117363321","https://openalex.org/W1536647479","https://openalex.org/W1980900887","https://openalex.org/W2072473332","https://openalex.org/W2136414484","https://openalex.org/W2604934189","https://openalex.org/W2623711236","https://openalex.org/W2736209133","https://openalex.org/W2758096849","https://openalex.org/W2774185825","https://openalex.org/W2798474464","https://openalex.org/W2857792127","https://openalex.org/W2870208936","https://openalex.org/W2886010853","https://openalex.org/W2966751951","https://openalex.org/W2972272611","https://openalex.org/W2979657369","https://openalex.org/W2989920606","https://openalex.org/W3046785150","https://openalex.org/W3136744670","https://openalex.org/W3176646691","https://openalex.org/W4206435071","https://openalex.org/W4210434492","https://openalex.org/W4296338017","https://openalex.org/W4318757181"],"related_works":["https://openalex.org/W4231775656","https://openalex.org/W2046435967","https://openalex.org/W2383646825","https://openalex.org/W2371018915","https://openalex.org/W2354191502","https://openalex.org/W1972225038","https://openalex.org/W3134658850","https://openalex.org/W2731746886","https://openalex.org/W2367207301","https://openalex.org/W2037518499"],"abstract_inverted_index":{"Software":[0],"Defined":[1],"Perimeter":[2],"(SDP)":[3],"is":[4,54,96],"a":[5,71,89,98,109,115,120],"zero-trust":[6],"network-isolation":[7],"defense":[8,32],"technique":[9],"which":[10,80],"aims":[11],"to":[12,22,40,45,60,133,151],"limit":[13],"security":[14,145],"risks":[15],"by":[16,156],"giving":[17],"dynamic":[18],"account":[19,102],"type":[20,103],"assignments":[21],"network":[23,91,172],"users.":[24],"Despite":[25],"SDP":[26,76,128,136],"being":[27],"proven":[28],"as":[29],"an":[30,58,135],"effective":[31],"strategy":[33],"in":[34],"various":[35],"domains,":[36],"it":[37,63],"has":[38],"yet":[39],"see":[41],"wide-spread":[42],"use":[43],"due":[44],"its":[46],"drawbacks.":[47],"One":[48],"of":[49,114,170,178,182],"SDP's":[50],"most":[51],"pressing":[52],"issues":[53],"the":[55,139,158,171],"need":[56],"for":[57,64,74,88,101,124],"expert":[59],"manually":[61],"configure":[62],"each":[65],"unique":[66],"application.":[67],"Here":[68],"we":[69,107,147],"describe":[70],"novel":[72],"system":[73,112,150],"designing":[75,125],"networks":[77,129,181],"called":[78],"SDPush":[79],"can":[81],"automatically":[82],"design":[83,104],"and":[84,105,119,126,185],"analyze":[85],"possible":[86],"configurations":[87],"given":[90],"with":[92,162],"user-specifications.":[93],"Since":[94],"there":[95],"not":[97],"systematic":[99],"approach":[100],"assignment,":[106],"develop":[108],"two-step":[110],"optimization":[111],"consisting":[113],"bitstring":[116],"genetic":[117,121],"algorithm":[118],"programming":[122],"sub-system":[123],"evaluating":[127,167],"respectively.":[130],"In":[131],"order":[132],"evolve":[134],"configuration":[137],"exhibiting":[138],"user-specified":[140],"characteristics":[141],"while":[142],"also":[143],"minimizing":[144],"risk,":[146],"implement":[148],"our":[149],"support":[152],"multi-objective":[153],"search":[154],"spaces":[155],"providing":[157],"system's":[159],"training":[160],"set":[161],"different":[163,168],"cases":[164],"aimed":[165],"at":[166],"aspects":[169],"configuration.":[173],"We":[174],"present":[175],"initial":[176],"results":[177],"experiments":[179],"on":[180],"varying":[183],"size":[184],"characteristic":[186],"requirements.":[187]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}