{"id":"https://openalex.org/W4399794134","doi":"https://doi.org/10.3217/z9d4-j873","title":"I Still See You: Why Existing IoT Traffic Reshaping Fails","display_name":"I Still See You: Why Existing IoT Traffic Reshaping Fails","publication_year":2024,"publication_date":"2024-06-14","ids":{"openalex":"https://openalex.org/W4399794134","doi":"https://doi.org/10.3217/z9d4-j873"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2406.10358","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.10358","pdf_url":"https://arxiv.org/pdf/2406.10358","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2406.10358","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032681906","display_name":"Su Wang","orcid":"https://orcid.org/0000-0002-3167-6420"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Su","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103084216","display_name":"Keyang Yu","orcid":"https://orcid.org/0000-0001-5224-1410"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu, Keyang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035868158","display_name":"Qi Li","orcid":"https://orcid.org/0000-0002-7280-7378"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Qi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101555394","display_name":"Dong Chen","orcid":"https://orcid.org/0000-0002-7308-962X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Dong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.5724999904632568,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.5724999904632568,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.5023999810218811,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/internet-of-things","display_name":"Internet of Things","score":0.5663989186286926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5352535843849182},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39518797397613525},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3721887469291687}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5663989186286926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5352535843849182},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39518797397613525},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3721887469291687}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2406.10358","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.10358","pdf_url":"https://arxiv.org/pdf/2406.10358","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"doi:10.48550/arxiv.2406.10358","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2406.10358","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.3217/z9d4-j873","is_oa":true,"landing_page_url":"https://doi.org/10.3217/z9d4-j873","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2406.10358","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.10358","pdf_url":"https://arxiv.org/pdf/2406.10358","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3407309558","display_name":"CAREER: Safeguarding Smart Homes: A Foundation for Building User Privacy-Enhancing IoT Systems","funder_award_id":"2238701","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W2358668433","https://openalex.org/W4200598720"],"abstract_inverted_index":{"The":[0],"Internet":[1,7,15],"traffic":[2,56,72,166],"data":[3],"produced":[4],"by":[5,14,52,229],"the":[6,84,141,161,218],"of":[8,63,86,132],"Things":[9],"(IoT)":[10],"devices":[11,189],"are":[12,179,190],"collected":[13],"Service":[16],"Providers":[17],"(ISPs)":[18],"and":[19,22,31,40,49,82,113,118,159,169,235],"device":[20,185,207],"manufacturers,":[21],"often":[23],"shared":[24],"with":[25],"their":[26,119,147,240],"third":[27],"parties":[28],"to":[29,80,110,157,182,193,205,216,238],"maintain":[30],"enhance":[32,217],"user":[33,50,135,186,197,208],"services.":[34],"Unfortunately,":[35],"on-path":[36],"adversaries":[37],"could":[38,151],"infer":[39],"fingerprint":[41],"users'":[42],"sensitive":[43,134],"privacy":[44,198],"information":[45],"such":[46],"as":[47],"occupancy":[48],"activities":[51],"analyzing":[53],"these":[54,87],"network":[55],"traces.":[57],"While":[58],"there's":[59,75],"a":[60,96,127,202],"growing":[61],"body":[62],"literature":[64,163],"on":[65,164],"defending":[66,120,177,219],"against":[67],"this":[68,92],"side-channel":[69],"attack-malicious":[70],"IoT":[71,165,184,188,206],"analytics":[73],"(TA),":[74],"currently":[76],"no":[77],"systematic":[78],"method":[79],"compare":[81],"evaluate":[83],"comprehensiveness":[85],"existing":[88,162],"studies.":[89,171],"To":[90],"address":[91],"problem,":[93],"we":[94,124],"design":[95,126],"new":[97,154,195,231],"low-cost,":[98],"open-source":[99],"system":[100],"framework-IoT":[101],"Traffic":[102],"Exposure":[103],"Monitoring":[104],"Toolkit":[105],"(ITEMTK)":[106],"that":[107,175],"enables":[108],"people":[109],"comprehensively":[111],"examine":[112],"validate":[114],"prior":[115],"attack":[116,130,156,233],"models":[117,234],"approaches.":[121,220],"In":[122],"particular,":[123],"also":[125,211],"novel":[128],"image-based":[129,155,196],"capable":[131],"inferring":[133],"information,":[136],"even":[137],"when":[138],"users":[139],"employ":[140],"most":[142],"robust":[143],"preventative":[144],"measures":[145],"in":[146],"smart":[148],"homes.":[149],"Researchers":[150],"leverage":[152],"our":[153,194],"systematize":[158],"understand":[160],"analysis":[167],"attacks":[168],"preventing":[170],"Our":[172],"results":[173],"show":[174],"current":[176],"approaches":[178],"not":[180],"sufficient":[181],"protect":[183],"privacy.":[187,209],"significantly":[191],"vulnerable":[192],"inference":[199],"attacks,":[200],"posing":[201],"grave":[203],"threat":[204],"We":[210],"highlight":[212],"potential":[213],"future":[214,241],"improvements":[215],"ITEMTK's":[221],"flexibility":[222],"allows":[223],"other":[224],"researchers":[225],"for":[226],"easy":[227],"expansion":[228],"integrating":[230],"TA":[232],"prevention":[236],"methods":[237],"benchmark":[239],"work.":[242]},"counts_by_year":[],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
