{"id":"https://openalex.org/W4400381440","doi":"https://doi.org/10.56553/popets-2024-0146","title":"PrivacyLens: On-Device PII Removal from RGB Images using Thermally-Enhanced Sensing","display_name":"PrivacyLens: On-Device PII Removal from RGB Images using Thermally-Enhanced Sensing","publication_year":2024,"publication_date":"2024-07-06","ids":{"openalex":"https://openalex.org/W4400381440","doi":"https://doi.org/10.56553/popets-2024-0146"},"language":"en","primary_location":{"id":"doi:10.56553/popets-2024-0146","is_oa":true,"landing_page_url":"https://doi.org/10.56553/popets-2024-0146","pdf_url":null,"source":{"id":"https://openalex.org/S4210183172","display_name":"Proceedings on Privacy Enhancing Technologies","issn_l":"2299-0984","issn":["2299-0984"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings on Privacy Enhancing Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.56553/popets-2024-0146","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037214715","display_name":"Yasha Iravantchi","orcid":"https://orcid.org/0000-0001-5269-9579"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yasha Iravantchi","raw_affiliation_strings":["University of Michigan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093096905","display_name":"Thomas Krolikowski","orcid":"https://orcid.org/0009-0004-9210-7506"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Krolikowski","raw_affiliation_strings":["University of Michigan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702485","display_name":"William Yang Wang","orcid":"https://orcid.org/0000-0001-6153-8240"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Wang","raw_affiliation_strings":["University of Michigan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053541912","display_name":"Kang G. Shin","orcid":"https://orcid.org/0000-0003-0086-8777"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kang G. Shin","raw_affiliation_strings":["University of Michigan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047416400","display_name":"Alanson P. Sample","orcid":"https://orcid.org/0000-0002-8046-0538"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alanson Sample","raw_affiliation_strings":["University of Michigan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037214715"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.9556,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74764334,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"2024","issue":"4","first_page":"872","last_page":"891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9991000294685364,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9898999929428101,"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/rgb-color-model","display_name":"RGB color model","score":0.6478308439254761},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5932199358940125},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48800817131996155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4542631506919861},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4178951680660248},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.39069193601608276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37780943512916565},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.34637072682380676},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.24718636274337769}],"concepts":[{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.6478308439254761},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5932199358940125},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48800817131996155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4542631506919861},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4178951680660248},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.39069193601608276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37780943512916565},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.34637072682380676},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24718636274337769}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.56553/popets-2024-0146","is_oa":true,"landing_page_url":"https://doi.org/10.56553/popets-2024-0146","pdf_url":null,"source":{"id":"https://openalex.org/S4210183172","display_name":"Proceedings on Privacy Enhancing Technologies","issn_l":"2299-0984","issn":["2299-0984"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings on Privacy Enhancing Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.56553/popets-2024-0146","is_oa":true,"landing_page_url":"https://doi.org/10.56553/popets-2024-0146","pdf_url":null,"source":{"id":"https://openalex.org/S4210183172","display_name":"Proceedings on Privacy Enhancing Technologies","issn_l":"2299-0984","issn":["2299-0984"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings on Privacy Enhancing Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.47999998927116394,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Internet-connected":[0],"cameras":[1,13],"support":[2],"many":[3],"useful":[4],"home":[5],"monitoring":[6],"and":[7,17,42,61,68,132,134,167,208],"health":[8],"applications.":[9],"However,":[10,45],"these":[11,101],"same":[12],"indiscriminately":[14],"capture":[15],"sensitive":[16],"Personally":[18],"Identifiable":[19],"Information":[20],"(PII),":[21],"limiting":[22],"their":[23],"acceptance":[24],"in":[25,129,161,200],"certain":[26],"settings,":[27],"such":[28],"as":[29,198],"the":[30,46,78,98,109,114,139,171,206],"home.":[31],"Prior":[32],"works":[33],"removed":[34],"Region":[35],"of":[36,77,116,181,210],"Interest":[37],"(ROI)":[38],"to":[39,54,59,66,103,126,190],"secure":[40],"images":[41,79,131],"improve":[43],"privacy.":[44],"methods":[47],"that":[48],"rely":[49],"solely":[50],"on":[51,138],"RGB":[52,130],"information":[53],"find":[55,127],"persons":[56,81,128],"are":[57],"susceptible":[58],"environmental":[60],"lighting":[62],"conditions,":[63],"causing":[64],"them":[65,137],"fail":[67],"leak":[69],"PII.":[70,211],"From":[71,156],"our":[72,119,157],"deployment":[73,159],"study,":[74],"nearly":[75],"half":[76],"containing":[80],"had":[82],"a":[83,122,178],"PII":[84,176],"leakage":[85],"when":[86],"using":[87],"RGB-only":[88],"methods.":[89],"Furthermore,":[90],"ROI":[91],"removal":[92],"is":[93,144],"often":[94],"performed":[95],"off-device,":[96],"requiring":[97],"server":[99],"performing":[100],"operations":[102],"be":[104],"trustworthy.":[105],"This":[106],"work":[107],"presents":[108],"PrivacyLens":[110,172,184],"system,":[111],"where":[112],"with":[113,177],"addition":[115],"thermal":[117],"sensing,":[118],"system":[120],"has":[121],"significantly":[123],"enhanced":[124],"ability":[125],"video":[133],"efficiently":[135],"remove":[136],"device":[140],"before":[141],"any":[142],"data":[143],"stored":[145],"or":[146],"transmitted,":[147],"all":[148],"while":[149],"staying":[150],"under":[151],"typical":[152],"IoT":[153],"power":[154],"constraints.":[155],"aforementioned":[158],"study":[160],"an":[162],"office-building":[163],"atrium,":[164],"family":[165],"home,":[166],"outdoor":[168],"park":[169],"environment,":[170],"prototype":[173],"effectively":[174],"removes":[175],"sanitization":[179],"rate":[180],"99.1%.":[182],"Additionally,":[183],"can":[185],"use":[186],"its":[187],"embedded":[188],"GPU":[189],"generate":[191],"on-device":[192],"features":[193],"for":[194],"downstream":[195],"CV/ML":[196],"tasks,":[197],"shown":[199],"three":[201],"illustrative":[202],"applications,":[203],"further":[204],"reducing":[205],"collection":[207],"storage":[209]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
