{"id":"https://openalex.org/W3176209499","doi":"https://doi.org/10.1145/3448300.3468257","title":"Identifying device type from cross channel probe request behavior","display_name":"Identifying device type from cross channel probe request behavior","publication_year":2021,"publication_date":"2021-06-24","ids":{"openalex":"https://openalex.org/W3176209499","doi":"https://doi.org/10.1145/3448300.3468257","mag":"3176209499"},"language":"en","primary_location":{"id":"doi:10.1145/3448300.3468257","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448300.3468257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM Conference on Security and Privacy in Wireless and Mobile Networks","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/A5006624398","display_name":"Wyatt Praharenka","orcid":"https://orcid.org/0000-0001-5064-1293"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wyatt Praharenka","raw_affiliation_strings":["University of Alberta, Edmonton, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087930118","display_name":"Ioanis Nikolaidis","orcid":"https://orcid.org/0000-0003-1469-5280"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ioanis Nikolaidis","raw_affiliation_strings":["University of Alberta, Edmonton, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"392","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":1.0,"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/T11158","display_name":"Wireless Networks and Protocols","score":1.0,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7391906380653381},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6190222501754761},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5928979516029358},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.42642492055892944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42031633853912354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3644030690193176},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14512410759925842}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7391906380653381},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6190222501754761},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5928979516029358},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.42642492055892944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42031633853912354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3644030690193176},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14512410759925842},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3448300.3468257","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448300.3468257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM Conference on Security and Privacy in Wireless and Mobile Networks","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":5,"referenced_works":["https://openalex.org/W1994042232","https://openalex.org/W2031500863","https://openalex.org/W2394784643","https://openalex.org/W2411034138","https://openalex.org/W2988937012"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Across":[0],"different":[1],"Wi-Fi":[2,51],"devices,":[3],"there":[4],"exist":[5],"differences":[6],"in":[7],"the":[8,17,41,55,61,76],"probing":[9],"behavior":[10,18],"during":[11,66],"active":[12,67],"scanning.":[13,68],"We":[14,27,44],"conjecture":[15],"that":[16],"is":[19],"sufficiently":[20],"distinct":[21],"to":[22,33,57],"identify":[23],"individual":[24],"device":[25,42],"types.":[26],"propose":[28,45],"a":[29,46],"feature":[30],"engineering":[31],"strategy":[32],"training":[34],"machine":[35],"learning":[36],"algorithms":[37],"for":[38,60],"determination":[39],"of":[40],"type.":[43],"concurrent":[47],"capture":[48],"across":[49],"multiple":[50],"channels,":[52],"thus":[53],"allowing":[54],"features":[56],"include":[58],"attributes":[59],"transitions":[62],"happening":[63],"between":[64],"channels":[65],"Small-scale":[69],"proof-of-concept":[70],"results":[71,74],"provide":[72],"encouraging":[73],"about":[75],"method's":[77],"potential.":[78]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}