{"id":"https://openalex.org/W3086466867","doi":null,"title":"Intertwining Order Preserving Encryption and Differential Privacy.","display_name":"Intertwining Order Preserving Encryption and Differential Privacy.","publication_year":2020,"publication_date":"2020-09-11","ids":{"openalex":"https://openalex.org/W3086466867","mag":"3086466867"},"language":"en","primary_location":{"id":"mag:3086466867","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2009.05679.pdf","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,"listed_in":[],"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":"arXiv (Cornell University)","raw_type":null},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2009.05679.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101516679","display_name":"Amrita Roy Chowdhury","orcid":"https://orcid.org/0000-0003-3808-4652","observed_orcids":["https://orcid.org/0000-0003-3808-4652","https://orcid.org/0000-0001-5316-9422"]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amrita Roy Chowdhury","raw_affiliation_strings":["University of Wisconsin-Madison, #TAB#"],"raw_orcid":"https://orcid.org/0000-0001-5316-9422","affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison, #TAB#","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040297543","display_name":"Bolin Ding","orcid":"https://orcid.org/0000-0003-1535-9692","observed_orcids":["https://orcid.org/0000-0003-1535-9692"]},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bolin Ding","raw_affiliation_strings":["alibaba group"],"raw_orcid":"https://orcid.org/0000-0003-1535-9692","affiliations":[{"raw_affiliation_string":"alibaba group","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088826068","display_name":"Somesh Jha","orcid":"https://orcid.org/0000-0001-5877-0436","observed_orcids":["https://orcid.org/0000-0001-5877-0436"]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Somesh Jha","raw_affiliation_strings":["University of Wisconsin-Madison, #TAB#"],"raw_orcid":"https://orcid.org/0000-0001-5877-0436","affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison, #TAB#","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101802649","display_name":"Weiran Liu","orcid":"https://orcid.org/0000-0002-1466-7418","observed_orcids":["https://orcid.org/0000-0002-1466-7418"]},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiran Liu","raw_affiliation_strings":["alibaba group"],"raw_orcid":"https://orcid.org/0000-0002-1466-7418","affiliations":[{"raw_affiliation_string":"alibaba group","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057864403","display_name":"Jingren Zhou","orcid":"https://orcid.org/0000-0002-4220-2634","observed_orcids":["https://orcid.org/0000-0002-4220-2634"]},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingren Zhou","raw_affiliation_strings":["alibaba group"],"raw_orcid":"https://orcid.org/0000-0002-4220-2634","affiliations":[{"raw_affiliation_string":"alibaba group","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.5781000256538391,"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":0.5781000256538391,"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/T10237","display_name":"Cryptography and Data Security","score":0.4018999934196472,"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"}},{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.005100000184029341,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/order-preserving-encryption","display_name":"order-preserving encryption","score":0.9869999885559082},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"differential privacy","score":0.9980000257492065},{"id":"https://openalex.org/keywords/inference-attacks","display_name":"inference attacks","score":0.8560000061988831},{"id":"https://openalex.org/keywords/range-queries","display_name":"range queries","score":0.8029999732971191},{"id":"https://openalex.org/keywords/privacy-preserving-data-publishing","display_name":"privacy-preserving data publishing","score":0.6549999713897705}],"concepts":[{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7469427585601807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7330681085586548},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.6685369610786438},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6350995898246765},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6036731004714966},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5752995610237122},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5159014463424683},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.47958579659461975},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40120428800582886},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.27121835947036743},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19665181636810303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11903789639472961},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3086466867","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2009.05679.pdf","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,"listed_in":[],"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":"arXiv (Cornell University)","raw_type":null}],"best_oa_location":{"id":"mag:3086466867","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2009.05679.pdf","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,"listed_in":[],"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":"arXiv (Cornell University)","raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W96672332","https://openalex.org/W136004222","https://openalex.org/W754106230","https://openalex.org/W1493407996","https://openalex.org/W1495057283","https://openalex.org/W1502927489","https://openalex.org/W1507039213","https://openalex.org/W1658920975","https://openalex.org/W1784469946","https://openalex.org/W1895952394","https://openalex.org/W1968178015","https://openalex.org/W1981029888","https://openalex.org/W1997723092","https://openalex.org/W2027595342","https://openalex.org/W2030888439","https://openalex.org/W2043508455","https://openalex.org/W2074388704","https://openalex.org/W2082894754","https://openalex.org/W2088555617","https://openalex.org/W2092071682","https://openalex.org/W2098392677","https://openalex.org/W2109915041","https://openalex.org/W2154496743","https://openalex.org/W2159915142","https://openalex.org/W2163992091","https://openalex.org/W2229481135","https://openalex.org/W2289716913","https://openalex.org/W2404442339","https://openalex.org/W2532272970","https://openalex.org/W2536125594","https://openalex.org/W2539106208","https://openalex.org/W2588432088","https://openalex.org/W2592789682","https://openalex.org/W2639926268","https://openalex.org/W2726905439","https://openalex.org/W2742225091","https://openalex.org/W2760015015","https://openalex.org/W2760861505","https://openalex.org/W2761138375","https://openalex.org/W2794508460","https://openalex.org/W2795038002","https://openalex.org/W2887818006","https://openalex.org/W2888299611","https://openalex.org/W2889227180","https://openalex.org/W2891311364","https://openalex.org/W2891392853","https://openalex.org/W2899358847","https://openalex.org/W2902458330","https://openalex.org/W2902964282","https://openalex.org/W2907937760","https://openalex.org/W2910639144","https://openalex.org/W2915016908","https://openalex.org/W2921572731","https://openalex.org/W2928007410","https://openalex.org/W2948055046","https://openalex.org/W2950330052","https://openalex.org/W2952833020","https://openalex.org/W2954220898","https://openalex.org/W2962901170","https://openalex.org/W2963559079","https://openalex.org/W2981759742","https://openalex.org/W3004550542","https://openalex.org/W3004993258","https://openalex.org/W3031450565","https://openalex.org/W3032754641","https://openalex.org/W3049215552","https://openalex.org/W3080876524","https://openalex.org/W3102994281","https://openalex.org/W4254884627","https://openalex.org/W7100266898"],"related_works":["https://openalex.org/W4308632370","https://openalex.org/W7096617017","https://openalex.org/W2163992091","https://openalex.org/W3092436882","https://openalex.org/W2403360151","https://openalex.org/W1967676347","https://openalex.org/W2765502030","https://openalex.org/W2951642086","https://openalex.org/W4406655488","https://openalex.org/W2010212587"],"abstract_inverted_index":{"Ciphertexts":[0],"of":[1,10,41,46,59,92,120,126,176,182],"an":[2,180],"order-preserving":[3],"encryption":[4,85,140],"(OPE)":[5],"scheme":[6],"preserve":[7],"the":[8,33,42,56,74,90,95,104,118,124,131],"order":[9,83,93],"their":[11],"corresponding":[12],"plaintexts.":[13],"However,":[14],"OPEs":[15],"are":[16],"vulnerable":[17],"to":[18,134],"inference":[19,121],"attacks":[20],"that":[21,49],"exploit":[22],"this":[23,70,129],"preserved":[24],"order.":[25],"At":[26],"another":[27],"end,":[28],"differential":[29],"privacy":[30,67],"has":[31],"become":[32],"de-facto":[34],"standard":[35],"for":[36,173],"achieving":[37],"data":[38],"privacy.":[39],"One":[40],"most":[43],"attractive":[44],"properties":[45],"DP":[47,61,114,136],"is":[48,97,130],"any":[50],"post-processing":[51],"(inferential)":[52],"computation":[53],"performed":[54],"on":[55,155,171],"noisy":[57],"output":[58],"a":[60,79,101,108,112,138,174],"algorithm":[62],"does":[63],"not":[64],"degrade":[65],"its":[66],"guarantee.":[68],"In":[69],"paper,":[71],"we":[72],"intertwine":[73,135],"two":[75],"approaches":[76],"and":[77,186],"propose":[78],"novel":[80],"differentially":[81,98],"private":[82],"preserving":[84],"scheme,":[86],"OP$\\epsilon$.":[87],"Under":[88],"OP$\\epsilon$,":[89],"leakage":[91],"from":[94],"ciphertexts":[96],"private.":[99],"As":[100],"result,":[102],"in":[103,117,147,166],"least,":[105],"OP$\\epsilon$":[106,161],"ensures":[107],"formal":[109],"guarantee":[110],"(specifically,":[111],"relaxed":[113],"guarantee)":[115],"even":[116],"face":[119],"attacks.":[122],"To":[123],"best":[125],"our":[127],"knowledge,":[128],"first":[132],"work":[133],"with":[137,179],"property-preserving":[139],"scheme.":[141],"We":[142],"demonstrate":[143],"OP$\\epsilon$'s":[144],"practical":[145],"utility":[146],"answering":[148],"range":[149],"queries":[150],"via":[151],"extensive":[152],"empirical":[153],"evaluation":[154],"four":[156],"real-world":[157],"datasets.":[158],"For":[159],"instance,":[160],"misses":[162],"only":[163],"around":[164],"$4$":[165],"every":[167],"$10K$":[168],"correct":[169],"records":[170],"average":[172],"dataset":[175],"size":[177,184],"$\\sim732K$":[178],"attribute":[181],"domain":[183],"$\\sim18K$":[185],"$\\epsilon=":[187],"1$.":[188]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-09-21T00:00:00"}