{"id":"https://openalex.org/W4282581586","doi":"https://doi.org/10.1145/3532105.3535038","title":"WiP: The Intrinsic Dimensionality of IoT Networks","display_name":"WiP: The Intrinsic Dimensionality of IoT Networks","publication_year":2022,"publication_date":"2022-06-07","ids":{"openalex":"https://openalex.org/W4282581586","doi":"https://doi.org/10.1145/3532105.3535038"},"language":"en","primary_location":{"id":"doi:10.1145/3532105.3535038","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532105.3535038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM on Symposium on Access Control Models and Technologies","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/A5046844612","display_name":"Matt Gorbett","orcid":"https://orcid.org/0000-0002-5000-1242"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matt Gorbett","raw_affiliation_strings":["Colorado State University, Fort Collins, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado State University, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066361870","display_name":"Hossein Shirazi","orcid":"https://orcid.org/0000-0002-3326-8527"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hossein Shirazi","raw_affiliation_strings":["Colorado State University, Fort Collins, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado State University, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008904412","display_name":"Indrakshi Ray","orcid":"https://orcid.org/0000-0002-0714-7676"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Indrakshi Ray","raw_affiliation_strings":["Colorado State University, Fort Collins, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado State University, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I92446798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1408,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78826083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991000294685364,"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":0.9991000294685364,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9952999949455261,"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":0.9883999824523926,"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":0.8157055377960205},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6327223777770996},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6307210922241211},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6156113147735596},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.575476884841919},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5420061945915222},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.46492862701416016},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46215111017227173},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4606063961982727},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3869306147098541},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.340763658285141},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20156368613243103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8157055377960205},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6327223777770996},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6307210922241211},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6156113147735596},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.575476884841919},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5420061945915222},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.46492862701416016},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46215111017227173},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4606063961982727},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3869306147098541},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.340763658285141},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20156368613243103},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3532105.3535038","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532105.3535038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM on Symposium on Access Control Models and Technologies","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":28,"referenced_works":["https://openalex.org/W40890042","https://openalex.org/W179619561","https://openalex.org/W1970647353","https://openalex.org/W2100495367","https://openalex.org/W2296509296","https://openalex.org/W2591273803","https://openalex.org/W2604813584","https://openalex.org/W2618136360","https://openalex.org/W2737879662","https://openalex.org/W2895909303","https://openalex.org/W2911180972","https://openalex.org/W2924196523","https://openalex.org/W2963683434","https://openalex.org/W2963748489","https://openalex.org/W2998983696","https://openalex.org/W3045296695","https://openalex.org/W3047315483","https://openalex.org/W3085955590","https://openalex.org/W3102359135","https://openalex.org/W3128470182","https://openalex.org/W3160392396","https://openalex.org/W3162493711","https://openalex.org/W3162956350","https://openalex.org/W3169330763","https://openalex.org/W3197645198","https://openalex.org/W4245050286","https://openalex.org/W4255000447","https://openalex.org/W4292912475"],"related_works":["https://openalex.org/W3178440188","https://openalex.org/W398889120","https://openalex.org/W2652783164","https://openalex.org/W2498862821","https://openalex.org/W1688729699","https://openalex.org/W4323546569","https://openalex.org/W4223615774","https://openalex.org/W3123566319","https://openalex.org/W2007180006","https://openalex.org/W2184043162"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,25,76,89,95,144,161],"Things":[3],"(IoT)":[4],"is":[5],"revolutionizing":[6],"society":[7],"by":[8],"connecting":[9],"people":[10],"and":[11,14,19,31,39,56,67,135],"devices":[12],"seamlessly":[13],"providing":[15],"enhanced":[16],"user":[17],"experience":[18],"functionalities.":[20],"However,":[21],"the":[22,74,87,93,108,142,145,159],"unique":[23],"properties":[24],"IoT":[26,49,96,127,140],"networks,":[27],"such":[28,58,155],"as":[29,82],"heterogeneity":[30],"non-standardized":[32],"protocol,":[33],"have":[34],"created":[35],"critical":[36],"security":[37,66],"holes":[38],"network":[40,50,59,128,134],"mismanagement.":[41],"We":[42,61,91,120],"propose":[43],"a":[44,77,83,102,111,149],"new":[45],"measurement":[46,105],"tool":[47],"for":[48,133,165],"data":[51,137,146,156],"to":[52,85,123,158],"aid":[53],"in":[54],"analyzing":[55],"classifying":[57],"traffic.":[60],"use":[62,121,160],"evidence":[63],"from":[64],"both":[65],"machine":[68,162],"learning":[69,163],"research,":[70],"which":[71],"suggests":[72],"that":[73,110],"complexity":[75,94,104],"dataset":[78],"can":[79,114],"be":[80],"used":[81],"metric":[84],"determine":[86],"trustworthiness":[88],"data.":[90],"test":[92],"networks":[97],"using":[98,139],"Intrinsic":[99],"Dimensionality":[100],"(ID),":[101],"theoretical":[103],"based":[106],"on":[107],"observation":[109],"few":[112],"variables":[113],"often":[115],"describe":[116],"high":[117],"dimensional":[118,151],"datasets.":[119],"ID":[122,143],"evaluate":[124],"four":[125],"modern":[126],"datasets":[129],"empirically,":[130],"showing":[131],"that,":[132],"device-level":[136],"generated":[138],"methodologies,":[141],"fits":[147],"into":[148],"low":[150],"representation;":[152],"this":[153],"makes":[154],"amenable":[157],"algorithms":[164],"anomaly":[166],"detection.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}