{"id":"https://openalex.org/W2344617522","doi":"https://doi.org/10.1109/ciss.2016.7460489","title":"Differentially private multi-party computation","display_name":"Differentially private multi-party computation","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2344617522","doi":"https://doi.org/10.1109/ciss.2016.7460489","mag":"2344617522"},"language":"en","primary_location":{"id":"doi:10.1109/ciss.2016.7460489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ciss.2016.7460489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Annual Conference on Information Science and Systems (CISS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5064699160","display_name":"Peter Kairouz","orcid":"https://orcid.org/0000-0001-6897-5937"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Kairouz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028243041","display_name":"Sewoong Oh","orcid":"https://orcid.org/0000-0002-8975-8306"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sewoong Oh","raw_affiliation_strings":["Department of Industrial and Enterprise Systems Engineering, University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Enterprise Systems Engineering, University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053980484","display_name":"Pramod Viswanath","orcid":"https://orcid.org/0000-0003-3171-8667"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramod Viswanath","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.5824,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.66259413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"128","last_page":"132"},"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":0.9988999962806702,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9865999817848206,"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":0.9295424222946167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7592437267303467},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7565938234329224},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5469874739646912},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.5375722050666809},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5248717665672302},{"id":"https://openalex.org/keywords/randomized-response","display_name":"Randomized response","score":0.5119649171829224},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.43026307225227356},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4269794821739197},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.42609116435050964},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2752003073692322},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2654094696044922},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20885953307151794},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0655745267868042}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.9295424222946167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7592437267303467},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7565938234329224},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5469874739646912},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.5375722050666809},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5248717665672302},{"id":"https://openalex.org/C2776441110","wikidata":"https://www.wikidata.org/wiki/Q1436628","display_name":"Randomized response","level":3,"score":0.5119649171829224},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.43026307225227356},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4269794821739197},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.42609116435050964},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2752003073692322},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2654094696044922},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20885953307151794},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0655745267868042},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ciss.2016.7460489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ciss.2016.7460489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Annual Conference on Information Science and Systems (CISS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1557833142","https://openalex.org/W1872473787","https://openalex.org/W1873763122","https://openalex.org/W1880309113","https://openalex.org/W2006453614","https://openalex.org/W2013823004","https://openalex.org/W2027471022","https://openalex.org/W2029905190","https://openalex.org/W2050495532","https://openalex.org/W2053801139","https://openalex.org/W2080911030","https://openalex.org/W2092422002","https://openalex.org/W2099111195","https://openalex.org/W2147435839","https://openalex.org/W2185132608","https://openalex.org/W2201643819","https://openalex.org/W2210387432","https://openalex.org/W2911978475","https://openalex.org/W2963062476","https://openalex.org/W3141585064","https://openalex.org/W6639056083","https://openalex.org/W6681909838","https://openalex.org/W6686175355"],"related_works":["https://openalex.org/W4226081051","https://openalex.org/W1538389217","https://openalex.org/W4321612618","https://openalex.org/W4226086402","https://openalex.org/W2967492342","https://openalex.org/W2883007042","https://openalex.org/W2913864138","https://openalex.org/W2147435839","https://openalex.org/W2964332492","https://openalex.org/W2888346651"],"abstract_inverted_index":{"We":[0,12,81],"study":[1],"the":[2,35,52,58,83,133],"problem":[3],"of":[4,54,106,117,124,136],"multi-party":[5,74],"computation":[6,75],"under":[7,76],"approximate":[8],"(\u03b5,\u03b4)":[9],"differential":[10,79],"privacy.":[11,80],"assume":[13],"an":[14],"interactive":[15],"setting":[16],"with":[17],"k":[18],"parties,":[19,114],"each":[20],"possessing":[21],"a":[22,30,65,88],"private":[23],"bit.":[24],"Each":[25],"party":[26],"wants":[27],"to":[28,68,119],"compute":[29],"function":[31],"defined":[32],"on":[33],"all":[34,57,101,115,122],"parties'":[36,60],"bits.":[37,61],"Differential":[38],"privacy":[39,102,111],"ensures":[40],"that":[41,87],"there":[42],"remains":[43],"uncertainty":[44],"in":[45],"any":[46],"party's":[47],"bit":[48],"even":[49],"when":[50],"given":[51],"transcript":[53],"interactions":[55],"and":[56,85,108,127,130],"other":[59],"This":[62],"paper":[63],"is":[64,94],"follow":[66],"up":[67],"our":[69],"work,":[70],"where":[71],"we":[72],"studied":[73],"(\u03b5,":[77],"0)":[78],"generalize":[82],"results":[84],"prove":[86],"simple":[89],"non-interactive":[90],"randomized":[91],"response":[92],"mechanism":[93],"optimal.":[95],"Our":[96],"optimality":[97],"result":[98],"holds":[99],"for":[100],"levels":[103,112],"(all":[104],"values":[105],"\u03b5":[107],"\u03b4),":[109],"heterogenous":[110],"across":[113],"types":[116,123],"functions":[118],"be":[120],"computed,":[121],"cost":[125],"metrics,":[126],"both":[128],"average":[129],"worst-case":[131],"(over":[132],"inputs)":[134],"measures":[135],"accuracy.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}