{"id":"https://openalex.org/W2751501713","doi":"https://doi.org/10.1145/3133956.3134030","title":"Composing Differential Privacy and Secure Computation","display_name":"Composing Differential Privacy and Secure Computation","publication_year":2017,"publication_date":"2017-10-27","ids":{"openalex":"https://openalex.org/W2751501713","doi":"https://doi.org/10.1145/3133956.3134030","mag":"2751501713"},"language":"en","primary_location":{"id":"doi:10.1145/3133956.3134030","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3133956.3134030","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3134030&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3134030&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084765224","display_name":"Xi He","orcid":"https://orcid.org/0000-0001-8680-9967"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xi He","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018314576","display_name":"Ashwin Machanavajjhala","orcid":"https://orcid.org/0000-0003-1555-7330"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashwin Machanavajjhala","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006027161","display_name":"Cheryl Flynn","orcid":"https://orcid.org/0009-0001-2069-8907"},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheryl Flynn","raw_affiliation_strings":["AT&amp;T Labs-Research, Florham Park, NJ, USA"],"affiliations":[{"raw_affiliation_string":"AT&amp;T Labs-Research, Florham Park, NJ, USA","institution_ids":["https://openalex.org/I1283103587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088315797","display_name":"Divesh Srivastava","orcid":"https://orcid.org/0000-0002-7609-9217"},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Divesh Srivastava","raw_affiliation_strings":["AT&amp;T Labs-Research, Florham Park, NJ, USA"],"affiliations":[{"raw_affiliation_string":"AT&amp;T Labs-Research, Florham Park, NJ, USA","institution_ids":["https://openalex.org/I1283103587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084765224"],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":null,"apc_paid":null,"fwci":6.4437,"has_fulltext":true,"cited_by_count":89,"citation_normalized_percentile":{"value":0.97177008,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1389","last_page":"1406"},"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/T10237","display_name":"Cryptography and Data Security","score":0.9998000264167786,"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/T11719","display_name":"Data Quality and Management","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.795020580291748},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7503716945648193},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6965369582176208},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5621476173400879},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.5065320730209351},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4998810291290283},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4958384931087494},{"id":"https://openalex.org/keywords/record-linkage","display_name":"Record linkage","score":0.4808855354785919},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42851829528808594},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4266194701194763},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.41890907287597656},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.4187277853488922},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2934474050998688},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12366819381713867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11218765377998352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795020580291748},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7503716945648193},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6965369582176208},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5621476173400879},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.5065320730209351},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4998810291290283},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4958384931087494},{"id":"https://openalex.org/C142210648","wikidata":"https://www.wikidata.org/wiki/Q1266546","display_name":"Record linkage","level":3,"score":0.4808855354785919},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42851829528808594},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4266194701194763},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41890907287597656},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.4187277853488922},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2934474050998688},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12366819381713867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11218765377998352},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3133956.3134030","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3133956.3134030","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3134030&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3133956.3134030","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3133956.3134030","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3134030&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G4407661758","display_name":null,"funder_award_id":"1443014","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4888839272","display_name":null,"funder_award_id":"N66001-15-C-4067","funder_id":"https://openalex.org/F4320337532","funder_display_name":"Space and Naval Warfare Systems Command"},{"id":"https://openalex.org/G5532983302","display_name":null,"funder_award_id":"N66001-15-C-4067","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G7612358927","display_name":null,"funder_award_id":"1408982","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7696703394","display_name":null,"funder_award_id":"1253327, 1408982, 1443014","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7941357836","display_name":null,"funder_award_id":"1253327","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8908600119","display_name":null,"funder_award_id":"1253327, 1408982","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"},{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320337532","display_name":"Space and Naval Warfare Systems Command","ror":"https://ror.org/000ztjy10"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2751501713.pdf","grobid_xml":"https://content.openalex.org/works/W2751501713.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W72671121","https://openalex.org/W1479825482","https://openalex.org/W1493407996","https://openalex.org/W1502916507","https://openalex.org/W1524294845","https://openalex.org/W1532586447","https://openalex.org/W1547612978","https://openalex.org/W1548880861","https://openalex.org/W1558078494","https://openalex.org/W1591833991","https://openalex.org/W1968606833","https://openalex.org/W1975431506","https://openalex.org/W1981590391","https://openalex.org/W1998600401","https://openalex.org/W2013623332","https://openalex.org/W2022774249","https://openalex.org/W2024652123","https://openalex.org/W2027595342","https://openalex.org/W2028584480","https://openalex.org/W2030559796","https://openalex.org/W2054514509","https://openalex.org/W2065398649","https://openalex.org/W2088492763","https://openalex.org/W2093678760","https://openalex.org/W2095273830","https://openalex.org/W2101654853","https://openalex.org/W2110287632","https://openalex.org/W2127787701","https://openalex.org/W2132172731","https://openalex.org/W2141965543","https://openalex.org/W2143087446","https://openalex.org/W2165223967","https://openalex.org/W2165785801","https://openalex.org/W2233146539","https://openalex.org/W2236522663","https://openalex.org/W2275340705","https://openalex.org/W2293339990","https://openalex.org/W2782492233","https://openalex.org/W2911978475","https://openalex.org/W3102994281","https://openalex.org/W4242744113"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2558166297","https://openalex.org/W2734500670","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W2571704763","https://openalex.org/W2596305496"],"abstract_inverted_index":{"Private":[0],"record":[1],"linkage":[2],"(PRL)":[3],"is":[4,144],"the":[5,69,79,110,158,165,173],"problem":[6],"of":[7,10,50,56,71,78,109,160,175],"identifying":[8],"pairs":[9],"records":[11],"that":[12,27,38,65,76,92,139,149],"are":[13],"similar":[14],"as":[15],"per":[16],"an":[17],"input":[18,72],"matching":[19,51,176],"rule":[20],"from":[21],"databases":[22],"held":[23],"by":[24],"two":[25],"parties":[26],"do":[28],"not":[29,156],"trust":[30],"one":[31,108],"another.":[32],"We":[33,74],"identify":[34],"three":[35,111],"key":[36],"desiderata":[37],"a":[39,54],"PRL":[40,171],"solution":[41],"must":[42],"ensure:":[43],"(1)":[44],"perfect":[45],"precision":[46],"and":[47,59,62,89,152],"high":[48],"recall":[49,124],"pairs,":[52],"(2)":[53],"proof":[55],"end-to-end":[57,118,131],"privacy,":[58],"(3)":[60],"communication":[61],"computational":[63],"costs":[64],"scale":[66],"subquadratically":[67],"in":[68],"number":[70],"records.":[73,177],"show":[75],"all":[77],"existing":[80],"solutions":[81,138,148],"for":[82,137,147,170],"PRL?":[83],"including":[84],"secure":[85],"2-party":[86],"computation":[87],"(S2PC),":[88],"their":[90],"variants":[91],"use":[93],"non-private":[94],"or":[95,125],"differentially":[96],"private":[97],"(DP)":[98],"blocking":[99],"to":[100],"ensure":[101],"subquadratic":[102,141],"cost":[103],"--":[104],"violate":[105],"at":[106],"least":[107],"desiderata.":[112],"In":[113,128],"particular,":[114],"S2PC":[115,168],"techniques":[116],"guarantee":[117,133],"privacy":[119,132],"but":[120],"have":[121],"either":[122],"low":[123],"quadratic":[126],"cost.":[127,142],"contrast,":[129],"no":[130],"has":[134],"been":[135],"formalized":[136],"achieve":[140],"This":[143],"true":[145],"even":[146],"compose":[150],"DP":[151,154],"S2PC:":[153],"does":[155],"permit":[157],"release":[159,174],"any":[161],"exact":[162],"information":[163],"about":[164],"databases,":[166],"while":[167],"algorithms":[169],"allow":[172]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":5}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
