{"id":"https://openalex.org/W4225785138","doi":"https://doi.org/10.1109/icmlc54886.2021.9737153","title":"Clustering Network-Connected Devices Using Affiliation Graphs","display_name":"Clustering Network-Connected Devices Using Affiliation Graphs","publication_year":2021,"publication_date":"2021-12-04","ids":{"openalex":"https://openalex.org/W4225785138","doi":"https://doi.org/10.1109/icmlc54886.2021.9737153"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc54886.2021.9737153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc54886.2021.9737153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"},"type":"article","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/A5041926854","display_name":"Kyle Millar","orcid":null},"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":"Kyle Millar","raw_affiliation_strings":["School of Electrical and Electronic Engineering, The University of Adelaide,Australia","School of Electrical and Electronic Engineering, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Adelaide,Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110551586","display_name":"Adriel Cheng","orcid":null},"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"]},{"id":"https://openalex.org/I1303474014","display_name":"Defence Science and Technology Group","ror":"https://ror.org/05ddrvt52","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1303474014","https://openalex.org/I2801453606","https://openalex.org/I3139952251"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Adriel Cheng","raw_affiliation_strings":["School of Electrical and Electronic Engineering, The University of Adelaide,Australia","Cyber and Electronic Warfare Division, Defence Science & Technology Group, Australia","School of Electrical and Electronic Engineering, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Adelaide,Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"Cyber and Electronic Warfare Division, Defence Science & Technology Group, Australia","institution_ids":["https://openalex.org/I1303474014"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054116304","display_name":"Hong Gunn Chew","orcid":"https://orcid.org/0000-0001-6525-574X"},"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":"Hong Gunn Chew","raw_affiliation_strings":["School of Electrical and Electronic Engineering, The University of Adelaide,Australia","School of Electrical and Electronic Engineering, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Adelaide,Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023255651","display_name":"Cheng\u2010Chew Lim","orcid":"https://orcid.org/0000-0002-2463-9760"},"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":"Cheng-Chew Lim","raw_affiliation_strings":["School of Electrical and Electronic Engineering, The University of Adelaide,Australia","School of Electrical and Electronic Engineering, The University of Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Adelaide,Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041926854"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":0.3056,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62338259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9995999932289124,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9993000030517578,"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":0.6837280988693237},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5905276536941528},{"id":"https://openalex.org/keywords/networking-hardware","display_name":"Networking hardware","score":0.5791746973991394},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5135467052459717},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.5080642700195312},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.483793705701828},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.46091440320014954},{"id":"https://openalex.org/keywords/network-element","display_name":"Network element","score":0.4490177035331726},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.44711655378341675},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.43525347113609314},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3800632655620575},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2601449191570282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14197704195976257}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6837280988693237},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5905276536941528},{"id":"https://openalex.org/C159631557","wikidata":"https://www.wikidata.org/wiki/Q1546066","display_name":"Networking hardware","level":2,"score":0.5791746973991394},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5135467052459717},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.5080642700195312},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.483793705701828},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.46091440320014954},{"id":"https://openalex.org/C129119673","wikidata":"https://www.wikidata.org/wiki/Q4418003","display_name":"Network element","level":2,"score":0.4490177035331726},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.44711655378341675},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.43525347113609314},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3800632655620575},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2601449191570282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14197704195976257}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc54886.2021.9737153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc54886.2021.9737153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Machine Learning and Cybernetics (ICMLC)","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/W2440223","https://openalex.org/W1599904921","https://openalex.org/W2005228957","https://openalex.org/W2050239729","https://openalex.org/W2081090440","https://openalex.org/W2088674502","https://openalex.org/W2103748499","https://openalex.org/W2160409554","https://openalex.org/W2325227998","https://openalex.org/W2347059008","https://openalex.org/W2407862841","https://openalex.org/W2570116016","https://openalex.org/W2605022664","https://openalex.org/W2748868501","https://openalex.org/W2754804809","https://openalex.org/W2920956968","https://openalex.org/W3035434752","https://openalex.org/W3179353328","https://openalex.org/W6600078726","https://openalex.org/W6635588883","https://openalex.org/W6672827133","https://openalex.org/W6743493502","https://openalex.org/W6744392808","https://openalex.org/W6797920153","https://openalex.org/W6995745491"],"related_works":["https://openalex.org/W2348551925","https://openalex.org/W2385780029","https://openalex.org/W2005936354","https://openalex.org/W2084585803","https://openalex.org/W4312894743","https://openalex.org/W1153885509","https://openalex.org/W58944773","https://openalex.org/W2296370737","https://openalex.org/W2302474780","https://openalex.org/W4321846333"],"abstract_inverted_index":{"Device":[0],"management":[1,185],"in":[2],"large":[3],"networks":[4,52],"is":[5],"of":[6,18,46,58,70,103,113,117,142,177],"growing":[7],"importance":[8],"to":[9,73,90,100,130,173],"network":[10,22,82,136,144],"administrators":[11],"and":[12,44,83,165,187],"security":[13,38],"analysts":[14],"alike.":[15],"The":[16],"com-position":[17],"devices":[19,33,47,78,104,133,153,178],"on":[20,80,134,179],"a":[21,37,81,118,135,139],"can":[23,96,127,154,169],"help":[24],"forecast":[25],"future":[26],"traffic":[27],"demand":[28],"as":[29,31],"well":[30],"identify":[32,101,188],"that":[34,48,124,152],"may":[35],"pose":[36],"risk.":[39],"However,":[40],"the":[41,56,68,75,84,92,132,143,175,180],"sheer":[42],"number":[43],"diversity":[45],"comprise":[49],"most":[50],"modern":[51],"has":[53],"vastly":[54],"increased":[55],"complexity":[57],"per-forming":[59],"this":[60],"management.":[61],"Motivated":[62],"by":[63],"these":[64],"issues,":[65],"we":[66,122],"exam-ine":[67],"application":[69],"affiliation":[71,125],"graphs":[72,126],"quantify":[74],"relation-ship":[76],"between":[77],"operating":[79],"services":[85],"for":[86],"which":[87,105],"they":[88],"connect":[89],"via":[91],"internet.":[93],"These":[94,167],"relationships":[95],"then":[97,170],"be":[98,128,155,171],"used":[99,172],"clusters":[102,168],"exhibit":[106],"similar":[107],"behavioural":[108],"characteristics.":[109],"Through":[110],"empirical":[111],"analysis":[112],"two":[114],"26-hour":[115],"captures":[116],"uni-versity":[119],"campus":[120],"network,":[121,181],"show":[123,151],"utilised":[129],"cluster":[131],"without":[137],"any":[138],"priori":[140],"knowledge":[141],"itself.":[145],"In":[146],"particular,":[147],"our":[148],"preliminary":[149],"re-sults":[150],"clustered":[156],"into":[157],"specific":[158],"device":[159,184],"types":[160],"(e.g.,":[161],"servers,":[162],"user":[163],"devices,":[164],"printers).":[166],"examine":[174],"composition":[176],"cre-ate":[182],"informed":[183],"policies,":[186],"potentially":[189],"vulnerable":[190],"devices.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}