{"id":"https://openalex.org/W3092161373","doi":"https://doi.org/10.1109/pimrc48278.2020.9217236","title":"IoTSpy: Uncovering Human Privacy Leakage in IoT Networks via Mining Wireless Context","display_name":"IoTSpy: Uncovering Human Privacy Leakage in IoT Networks via Mining Wireless Context","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3092161373","doi":"https://doi.org/10.1109/pimrc48278.2020.9217236","mag":"3092161373"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc48278.2020.9217236","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc48278.2020.9217236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications","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/A5109946639","display_name":"Tianbo Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianbo Gu","raw_affiliation_strings":["Department of Computer Science, University of California, Davis, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101808084","display_name":"Zheng Fang","orcid":"https://orcid.org/0000-0002-9490-307X"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng Fang","raw_affiliation_strings":["Department of Computer Science, University of California, Davis, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023576698","display_name":"Allaukik Abhishek","orcid":"https://orcid.org/0009-0003-5445-688X"},"institutions":[{"id":"https://openalex.org/I4210156213","display_name":"American Rock Mechanics Association","ror":"https://ror.org/05vfrxy92","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156213"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allaukik Abhishek","raw_affiliation_strings":["ARM Research, Austin, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ARM Research, Austin, TX, USA","institution_ids":["https://openalex.org/I4210156213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086439160","display_name":"Prasant Mohapatra","orcid":"https://orcid.org/0000-0002-2768-5308"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prasant Mohapatra","raw_affiliation_strings":["Department of Computer Science, University of California, Davis, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994000196456909,"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":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7498611211776733},{"id":"https://openalex.org/keywords/eavesdropping","display_name":"Eavesdropping","score":0.6879967451095581},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5877642631530762},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5336832404136658},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5046371221542358},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4978508949279785},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48689261078834534},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.47529661655426025},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.42509007453918457},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4181102514266968},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16829851269721985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7498611211776733},{"id":"https://openalex.org/C2776788033","wikidata":"https://www.wikidata.org/wiki/Q320769","display_name":"Eavesdropping","level":2,"score":0.6879967451095581},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5877642631530762},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5336832404136658},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5046371221542358},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4978508949279785},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48689261078834534},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.47529661655426025},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.42509007453918457},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4181102514266968},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16829851269721985},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pimrc48278.2020.9217236","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc48278.2020.9217236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2021432364","https://openalex.org/W2131571251","https://openalex.org/W2274307588","https://openalex.org/W2474516640","https://openalex.org/W2620213176","https://openalex.org/W2735774283","https://openalex.org/W2743560209","https://openalex.org/W2749429923","https://openalex.org/W2793136019","https://openalex.org/W2890188242","https://openalex.org/W2903781571","https://openalex.org/W2945274336","https://openalex.org/W2963660578","https://openalex.org/W2965644669","https://openalex.org/W3023694122","https://openalex.org/W3047333263","https://openalex.org/W6721194330","https://openalex.org/W6739320202","https://openalex.org/W6743673742"],"related_works":["https://openalex.org/W2368710903","https://openalex.org/W2772112465","https://openalex.org/W4386360526","https://openalex.org/W2158905603","https://openalex.org/W2766105476","https://openalex.org/W2735171729","https://openalex.org/W2091556092","https://openalex.org/W2769254131","https://openalex.org/W2149529186","https://openalex.org/W2908395774"],"abstract_inverted_index":{"Internet":[0],"of":[1,9,23,30,35,44,52,76,89,136,205,250],"Things":[2],"(IoT)":[3],"has":[4,58],"been":[5],"emerging":[6],"as":[7],"one":[8],"the":[10,17,28,33,40,63,69,74,87,110,122,141,147,155,161,167,172,178,186,193,211,217,227,240,246],"most":[11],"significant":[12],"technologies":[13],"that":[14,94,220],"may":[15],"change":[16],"world.":[18],"The":[19,50,203,243],"development":[20,34,88],"and":[21,38,47,56,79,153,165,170,198,235,248],"deployment":[22],"IoT":[24,54,90,97,156,163,187,201],"systems":[25],"significantly":[26],"improve":[27],"efficiency":[29],"work,":[31],"advance":[32],"productive":[36],"force,":[37],"affect":[39],"human":[41],"society's":[42],"modes":[43],"production,":[45],"working,":[46],"life":[48],"deeply.":[49],"number":[51],"deployed":[53],"devices":[55],"applications":[57],"had":[59],"explosive":[60],"growth":[61],"in":[62],"past":[64],"years.":[65],"While":[66],"people":[67],"enjoy":[68],"benefits":[70],"brought":[71],"by":[72,116,176,184],"IoT,":[73],"addressing":[75],"its":[77],"security":[78],"privacy":[80,138,213],"issues":[81],"does":[82],"not":[83,208],"keep":[84],"pace":[85],"with":[86],"technologies.":[91],"We":[92,106,230],"find":[93],"encrypted":[95],"wireless":[96,119,142,179],"traffic":[98],"can":[99,107,191,223],"still":[100],"leak":[101],"information":[102,207],"about":[103],"user":[104,111,137],"privacy.":[105],"infer":[108,166,192],"what":[109],"is":[112,182],"doing":[113],"at":[114],"home":[115],"deploying":[117],"a":[118,130],"sniffer":[120],"outside":[121],"user's":[123,168,173,194,212],"house.":[124],"In":[125],"this":[126],"paper,":[127],"we":[128,145,159,190],"propose":[129],"method":[131],"to":[132,151,225],"eavesdrop":[133],"different":[134],"kinds":[135],"via":[139],"analyzing":[140,177],"context.":[143],"First,":[144],"extract":[146],"packet":[148],"sequence":[149],"features":[150],"fingerprint":[152],"detect":[154],"events.":[157],"Then":[158],"analyze":[160],"detected":[162],"events":[164],"activities":[169],"even":[171,199],"moods.":[174],"Furthermore,":[175],"context,":[180],"which":[181],"discovered":[183],"mining":[185],"event":[188],"dependencies,":[189],"living":[195],"habits,":[196],"routines,":[197],"installed":[200],"applications.":[202],"leakage":[204],"such":[206],"only":[209],"exposes":[210],"but":[214],"also":[215],"extends":[216],"attack":[218],"surface":[219],"an":[221],"attacker":[222],"utilize":[224],"control":[226],"smart":[228],"home.":[229],"implement":[231],"our":[232,251],"eavesdropping":[233,252],"approach":[234],"conduct":[236],"extensive":[237],"experiments":[238],"on":[239],"SmartThings":[241],"platform.":[242],"evaluation":[244],"demonstrates":[245],"feasibility":[247],"effectiveness":[249],"approach.":[253]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}