{"id":"https://openalex.org/W2969448887","doi":"https://doi.org/10.1109/cns.2019.8802632","title":"Characterizing Location-based Mobile Tracking in Mobile Ad Networks","display_name":"Characterizing Location-based Mobile Tracking in Mobile Ad Networks","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2969448887","doi":"https://doi.org/10.1109/cns.2019.8802632","mag":"2969448887"},"language":"en","primary_location":{"id":"doi:10.1109/cns.2019.8802632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns.2019.8802632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Communications and Network Security (CNS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.lsu.edu/eecs_pubs/2756","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100863771","display_name":"Boyang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Boyang Hu","raw_affiliation_strings":["The Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","University of Nebraska \u2013 Lincoln, Lincoln, NE 68588, USA"],"affiliations":[{"raw_affiliation_string":"The Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"University of Nebraska \u2013 Lincoln, Lincoln, NE 68588, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078265346","display_name":"Qicheng Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qicheng Lin","raw_affiliation_strings":["The Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","University of Nebraska \u2013 Lincoln, Lincoln, NE 68588, USA"],"affiliations":[{"raw_affiliation_string":"The Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"University of Nebraska \u2013 Lincoln, Lincoln, NE 68588, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342740","display_name":"Yao Zheng","orcid":"https://orcid.org/0000-0003-2820-1034"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao Zheng","raw_affiliation_strings":["The Department of Electrical Engineering, University of Hawai'i at M\u0101noa, Honolulu, HI, USA","University of Hawai'i at M\u0101noa, Honolulu, HI, 96822, USA"],"affiliations":[{"raw_affiliation_string":"The Department of Electrical Engineering, University of Hawai'i at M\u0101noa, Honolulu, HI, USA","institution_ids":["https://openalex.org/I117965899"]},{"raw_affiliation_string":"University of Hawai'i at M\u0101noa, Honolulu, HI, 96822, USA","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042277127","display_name":"Qiben Yan","orcid":"https://orcid.org/0000-0001-6272-7668"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiben Yan","raw_affiliation_strings":["The Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","University of Nebraska \u2013 Lincoln, Lincoln, NE 68588, USA"],"affiliations":[{"raw_affiliation_string":"The Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"University of Nebraska \u2013 Lincoln, Lincoln, NE 68588, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036865138","display_name":"Matthew Troglia","orcid":null},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Troglia","raw_affiliation_strings":["The Department of Electrical Engineering, University of Hawai'i at M\u0101noa, Honolulu, HI, USA","University of Hawai'i at M\u0101noa, Honolulu, HI, 96822, USA"],"affiliations":[{"raw_affiliation_string":"The Department of Electrical Engineering, University of Hawai'i at M\u0101noa, Honolulu, HI, USA","institution_ids":["https://openalex.org/I117965899"]},{"raw_affiliation_string":"University of Hawai'i at M\u0101noa, Honolulu, HI, 96822, USA","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100776173","display_name":"Qingyang Wang","orcid":"https://orcid.org/0000-0002-5729-2898"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qingyang Wang","raw_affiliation_strings":["The Department of Computer Science & Engineering, Louisiana State University, Baton Rouge, LA, USA","Louisiana State University, Baton Rouge, LA, 70803, USA"],"affiliations":[{"raw_affiliation_string":"The Department of Computer Science & Engineering, Louisiana State University, Baton Rouge, LA, USA","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"Louisiana State University, Baton Rouge, LA, 70803, USA","institution_ids":["https://openalex.org/I121820613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100863771"],"corresponding_institution_ids":["https://openalex.org/I114395901"],"apc_list":null,"apc_paid":null,"fwci":1.161,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79115012,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9926999807357788,"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":0.9886999726295471,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/geolocation","display_name":"Geolocation","score":0.9102814197540283},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7074007391929626},{"id":"https://openalex.org/keywords/targeted-advertising","display_name":"Targeted advertising","score":0.6278709769248962},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.6201056838035583},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5766937732696533},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5048094987869263},{"id":"https://openalex.org/keywords/location-data","display_name":"Location data","score":0.4475105106830597},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.4437675476074219},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4332577586174011},{"id":"https://openalex.org/keywords/location","display_name":"Location","score":0.41534945368766785},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.41531217098236084},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3423851430416107},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2968624532222748},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.26758480072021484},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.26738667488098145},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23181626200675964}],"concepts":[{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.9102814197540283},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7074007391929626},{"id":"https://openalex.org/C2777459780","wikidata":"https://www.wikidata.org/wiki/Q1628411","display_name":"Targeted advertising","level":2,"score":0.6278709769248962},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.6201056838035583},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5766937732696533},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5048094987869263},{"id":"https://openalex.org/C2988186277","wikidata":"https://www.wikidata.org/wiki/Q5915793","display_name":"Location data","level":2,"score":0.4475105106830597},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.4437675476074219},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4332577586174011},{"id":"https://openalex.org/C61980418","wikidata":"https://www.wikidata.org/wiki/Q2221906","display_name":"Location","level":2,"score":0.41534945368766785},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.41531217098236084},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3423851430416107},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2968624532222748},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.26758480072021484},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.26738667488098145},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23181626200675964},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cns.2019.8802632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns.2019.8802632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Communications and Network Security (CNS)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.lsu.edu:eecs_pubs-3758","is_oa":true,"landing_page_url":"https://repository.lsu.edu/eecs_pubs/2756","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:repository.lsu.edu:eecs_pubs-3758","is_oa":true,"landing_page_url":"https://repository.lsu.edu/eecs_pubs/2756","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W124941384","https://openalex.org/W1555215938","https://openalex.org/W1963971515","https://openalex.org/W2025721496","https://openalex.org/W2060692877","https://openalex.org/W2068583268","https://openalex.org/W2157286909","https://openalex.org/W2208157769","https://openalex.org/W2272969119","https://openalex.org/W2432142698","https://openalex.org/W2441135008","https://openalex.org/W2532717356","https://openalex.org/W2560459036","https://openalex.org/W2571682498","https://openalex.org/W2766853837","https://openalex.org/W2784134919","https://openalex.org/W2790262412","https://openalex.org/W4256148631","https://openalex.org/W6633254993","https://openalex.org/W6718503590"],"related_works":["https://openalex.org/W2163194970","https://openalex.org/W2900145650","https://openalex.org/W638711992","https://openalex.org/W3214971418","https://openalex.org/W4252119051","https://openalex.org/W934409152","https://openalex.org/W4297793356","https://openalex.org/W2040613791","https://openalex.org/W2969448887","https://openalex.org/W1984189333"],"abstract_inverted_index":{"Mobile":[0],"apps":[1,21,117,197],"nowadays":[2],"are":[3,156],"often":[4],"packaged":[5],"with":[6,137],"third-party":[7],"ad":[8,16,44,63,90,112,143,154,202],"libraries":[9],"to":[10,22,77,133,187],"monetize":[11],"user":[12,193],"data.":[13,162],"Many":[14],"mobile":[15,20,73,89],"networks":[17,45,64,113,155],"exploit":[18],"these":[19],"extract":[23],"sensitive":[24,40],"real-time":[25],"geographical":[26,103],"data":[27,58,86,97,145,194],"about":[28],"the":[29,36,43,52,61,79,127,138,167,173],"users":[30],"for":[31,110,184,198],"location-based":[32,62,84,130],"targeted":[33,177,201],"advertising.":[34],"However,":[35],"massive":[37],"collection":[38,59,87,98,146],"of":[39,56,60,83,129,141,158,170,176,191],"information":[41],"by":[42,92],"has":[46],"raised":[47],"serious":[48],"privacy":[49],"concerns.":[50],"Unfortunately,":[51],"extent":[53],"and":[54,81,152,179],"granularity":[55],"private":[57,85,192],"remain":[65],"obscure.":[66],"In":[67],"this":[68],"work,":[69],"we":[70],"present":[71],"a":[72,180,199],"tracking":[74,174],"measurement":[75],"study":[76,124],"characterize":[78],"severity":[80],"significance":[82],"in":[88],"networks,":[91],"using":[93,114],"an":[94],"automated":[95],"fine-grained":[96],"instrument":[99],"running":[100,118],"across":[101,119,149,195],"different":[102,111,121,150,189],"areas.":[104],"We":[105],"perform":[106],"extensive":[107],"threat":[108],"assessments":[109],"1,100":[115],"popular":[116],"10":[120],"cities.":[122],"This":[123],"discovers":[125],"that":[126],"number":[128],"ads":[131],"tend":[132],"be":[134],"positively":[135],"correlated":[136],"population":[139],"density":[140],"locations,":[142,151],"networks'":[144],"behaviors":[147],"differ":[148],"most":[153],"capable":[157],"collecting":[159],"precise":[160],"location":[161],"Detailed":[163],"analysis":[164],"further":[165],"reveals":[166],"significant":[168],"impact":[169],"geolocation":[171],"on":[172],"behavior":[175],"ads,":[178],"noteworthy":[181],"security":[182],"concern":[183],"advertising":[185],"organizations":[186],"aggregate":[188],"types":[190],"multiple":[196],"better":[200],"experience.":[203]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
