{"id":"https://openalex.org/W4200183867","doi":"https://doi.org/10.1109/pst52912.2021.9647839","title":"Measurement of Local Differential Privacy Techniques for IoT-based Streaming Data","display_name":"Measurement of Local Differential Privacy Techniques for IoT-based Streaming Data","publication_year":2021,"publication_date":"2021-12-13","ids":{"openalex":"https://openalex.org/W4200183867","doi":"https://doi.org/10.1109/pst52912.2021.9647839"},"language":"en","primary_location":{"id":"doi:10.1109/pst52912.2021.9647839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst52912.2021.9647839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Conference on Privacy, Security and Trust (PST)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1841488","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090273664","display_name":"Sharmin Afrose","orcid":"https://orcid.org/0000-0003-1835-773X"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sharmin Afrose","raw_affiliation_strings":["Department of Computer Science, Virginia Tech, Blacksburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034366344","display_name":"Danfeng Yao","orcid":"https://orcid.org/0000-0001-8969-2792"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danfeng Daphne Yao","raw_affiliation_strings":["Department of Computer Science, Virginia Tech, Blacksburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021188335","display_name":"Olivera Kotevska","orcid":"https://orcid.org/0000-0003-1677-2243"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olivera Kotevska","raw_affiliation_strings":["Computer Science and Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090273664"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.2798,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65919483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.9857000112533569,"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/differential-privacy","display_name":"Differential privacy","score":0.9148496985435486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7558498382568359},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6064344644546509},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.5032724738121033},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3790281414985657},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3533876836299896},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3422112464904785},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1792893409729004}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.9148496985435486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7558498382568359},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6064344644546509},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.5032724738121033},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3790281414985657},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3533876836299896},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3422112464904785},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1792893409729004}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/pst52912.2021.9647839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst52912.2021.9647839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Conference on Privacy, Security and Trust (PST)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1841488","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1841488","pdf_url":"https://www.osti.gov/servlets/purl/1841488","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/109016","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/109016","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:osti.gov:1841488","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1841488","pdf_url":"https://www.osti.gov/servlets/purl/1841488","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G1645119126","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4423657506","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G5726405315","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G6129992089","display_name":null,"funder_award_id":"DE-AC05-","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G6864165199","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G7995982022","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8906985441","display_name":null,"funder_award_id":"00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8943143067","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320316892","display_name":"UT-Battelle","ror":"https://ror.org/04nza6677"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200183867.pdf","grobid_xml":"https://content.openalex.org/works/W4200183867.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1473189865","https://openalex.org/W1857561694","https://openalex.org/W1981029888","https://openalex.org/W1986293063","https://openalex.org/W1987190000","https://openalex.org/W2096870293","https://openalex.org/W2109426455","https://openalex.org/W2463827344","https://openalex.org/W2520881573","https://openalex.org/W2739788199","https://openalex.org/W2742225091","https://openalex.org/W2788065367","https://openalex.org/W2789027126","https://openalex.org/W2911978475","https://openalex.org/W2943452876","https://openalex.org/W2963881987","https://openalex.org/W2964129870","https://openalex.org/W2964225135","https://openalex.org/W2984259868","https://openalex.org/W3048252189","https://openalex.org/W3094104957","https://openalex.org/W3102859907","https://openalex.org/W3103515634","https://openalex.org/W3111259855","https://openalex.org/W3128879928","https://openalex.org/W3212115349","https://openalex.org/W4298201312","https://openalex.org/W6628547770","https://openalex.org/W6638172119","https://openalex.org/W6639155794","https://openalex.org/W6768911402","https://openalex.org/W6777631519","https://openalex.org/W6780983157","https://openalex.org/W6782269965"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W2571704763","https://openalex.org/W4315488958"],"abstract_inverted_index":{"Various":[0],"Internet":[1],"of":[2,34,73],"Things":[3],"(IoT)":[4],"devices":[5],"generate":[6],"complex,":[7],"dynamically":[8],"changed,":[9],"and":[10,56,60],"infinite":[11],"data":[12,36],"streams.":[13],"Adversaries":[14],"can":[15,20],"cause":[16],"harm":[17],"if":[18],"they":[19],"access":[21],"the":[22,32,35,54,58,65,90],"user\u2019s":[23],"sensitive":[24],"raw":[25],"streaming":[26,50],"data.":[27,51],"For":[28],"this":[29,41],"reason,":[30],"protecting":[31],"privacy":[33,47],"streams":[37],"is":[38],"crucial.":[39],"In":[40],"paper,":[42],"we":[43],"explore":[44],"local":[45,75],"differential":[46,76],"techniques":[48,55],"for":[49],"We":[52,62,78],"compare":[53],"report":[57],"advantages":[59],"limitations.":[61],"also":[63],"present":[64],"effect":[66],"on":[67],"component":[68],"(e.g.,":[69],"smoother,":[70],"perturber)":[71],"variations":[72],"distribution-based":[74,82],"privacy.":[77],"find":[79],"that":[80],"combining":[81],"noise":[83],"during":[84],"perturbation":[85],"provides":[86],"more":[87],"flexibility":[88],"to":[89],"interested":[91],"entity.":[92]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-20T08:49:12.498775","created_date":"2025-10-10T00:00:00"}
