{"id":"https://openalex.org/W2889537237","doi":"https://doi.org/10.14778/3229863.3236267","title":"ConTPL","display_name":"ConTPL","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2889537237","doi":"https://doi.org/10.14778/3229863.3236267","mag":"2889537237","pmid":"https://pubmed.ncbi.nlm.nih.gov/31423349"},"language":"en","primary_location":{"id":"doi:10.14778/3229863.3236267","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3229863.3236267","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5082946615","display_name":"Yang Cao","orcid":"https://orcid.org/0000-0002-6424-8633"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Cao","raw_affiliation_strings":["Emory University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emory University","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078394535","display_name":"Li Xiong","orcid":"https://orcid.org/0000-0001-7354-0428"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Xiong","raw_affiliation_strings":["Emory University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emory University","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046360661","display_name":"Masatoshi Yoshikawa","orcid":"https://orcid.org/0000-0002-1176-700X"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masatoshi Yoshikawa","raw_affiliation_strings":["Kyoto University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyoto University, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062535903","display_name":"Yonghui Xiao","orcid":"https://orcid.org/0000-0002-9705-3525"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yonghui Xiao","raw_affiliation_strings":["Google Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Inc","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067730719","display_name":"Si Zhang","orcid":"https://orcid.org/0000-0003-3561-075X"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Si Zhang","raw_affiliation_strings":["University of Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9265,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8224374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"12","first_page":"2090","last_page":"2093"},"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":0.9966999888420105,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8192746639251709},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8019236922264099},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.6906554698944092},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.44919466972351074},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4158884286880493},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.41571030020713806},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4111316502094269},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38499119877815247},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2898445725440979},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19472751021385193},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18119925260543823}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8192746639251709},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8019236922264099},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.6906554698944092},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.44919466972351074},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4158884286880493},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.41571030020713806},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4111316502094269},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38499119877815247},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2898445725440979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19472751021385193},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18119925260543823}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.14778/3229863.3236267","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3229863.3236267","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},{"id":"pmid:31423349","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31423349","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment. International Conference on Very Large Data Bases","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:5645818","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6697134","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2695392284","display_name":"Research on basic technology and application of CDMS to realize a democratic data distribution society","funder_award_id":"18H04093","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3033405010","display_name":"A study on privacy protection of time-series data through negotiation","funder_award_id":"16K12437","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4499996666","display_name":null,"funder_award_id":"R01GM114612","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W5855678","https://openalex.org/W889496518","https://openalex.org/W1548435287","https://openalex.org/W1964461063","https://openalex.org/W1972243012","https://openalex.org/W1981029888","https://openalex.org/W1993599520","https://openalex.org/W2009611335","https://openalex.org/W2031674781","https://openalex.org/W2060041315","https://openalex.org/W2068695222","https://openalex.org/W2539944395","https://openalex.org/W2766202013","https://openalex.org/W2911978475","https://openalex.org/W3101806178","https://openalex.org/W3103549447","https://openalex.org/W3106284904"],"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/W2571704763","https://openalex.org/W1751413323","https://openalex.org/W3206394311"],"abstract_inverted_index":{"In":[0,109],"many":[1],"real-world":[2],"systems,":[3],"such":[4,101],"as":[5],"Internet":[6],"of":[7,22,52,61,81,158],"Thing,":[8],"sensitive":[9,32],"data":[10,68,128,150],"streams":[11],"are":[12,24],"collected":[13],"and":[14,145,154],"analyzed":[15],"continually.":[16],"To":[17],"protect":[18],"privacy,":[19],"a":[20,45,82,114,136],"number":[21],"mechanisms":[23],"designed":[25],"to":[26,40,96,120,148,152],"achieve":[27],"\u03f5-differential":[28],"privacy":[29,36,71,79,103],"for":[30],"processing":[31],"streaming":[33,127],"data,":[34],"whose":[35],"loss":[37,80,104],"is":[38,118],"considered":[39],"be":[41,91],"rigorously":[42],"controlled":[43],"within":[44,135],"given":[46],"parameter":[47],"\u03f5":[48,94],".":[49],"However,":[50],"most":[51],"the":[53,59,65,70,78,156],"existing":[54,124],"studies":[55],"do":[56],"not":[57,90],"consider":[58],"effect":[60,157],"temporal":[62,97],"correlations":[63],"among":[64],"continuously":[66],"generated":[67],"on":[69,161],"loss.":[72],"Our":[73],"recent":[74],"work":[75],"reveals":[76],"that,":[77],"traditional":[83],"DP":[84],"mechanism":[85,130],"(e.g.,":[86],"Laplace":[87],"mechanism)":[88],"may":[89],"bounded":[92],"by":[93],"due":[95],"correlations.":[98],"We":[99],"call":[100],"unexpected":[102],"Temporal":[105],"Privacy":[106],"Leakage":[107],"(TPL).":[108],"this":[110],"demonstration,":[111],"we":[112],"design":[113],"system,":[115],"ConTPL,":[116],"which":[117],"able":[119],"automatically":[121],"convert":[122],"an":[123,142],"differentially":[125],"private":[126],"release":[129],"into":[131],"one":[132],"bounding":[133],"TPL":[134],"specified":[137],"level.":[138],"ConTPL":[139],"also":[140],"provides":[141],"interactive":[143],"interface":[144],"real-time":[146],"visualization":[147],"help":[149],"curator":[151],"understand":[153],"explore":[155],"different":[159],"parameters":[160],"TPL.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2018-09-07T00:00:00"}