{"id":"https://openalex.org/W2540480581","doi":"https://doi.org/10.1109/wifs.2012.6412626","title":"A framework for privacy preserving statistical analysis on distributed databases","display_name":"A framework for privacy preserving statistical analysis on distributed databases","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W2540480581","doi":"https://doi.org/10.1109/wifs.2012.6412626","mag":"2540480581"},"language":"en","primary_location":{"id":"doi:10.1109/wifs.2012.6412626","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs.2012.6412626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"},"type":"article","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/A5005072450","display_name":"Bing-Rong Lin","orcid":"https://orcid.org/0009-0000-2098-3831"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bing-Rong Lin","raw_affiliation_strings":["Pennsylvania State University"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423435","display_name":"Ye Wang","orcid":"https://orcid.org/0000-0002-0123-1260"},"institutions":[{"id":"https://openalex.org/I4210159266","display_name":"Mitsubishi Electric (United States)","ror":"https://ror.org/053jnhe44","country_code":"US","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125","https://openalex.org/I4210159266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ye Wang","raw_affiliation_strings":["Mitsubishi Electric Research Laboratories"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories","institution_ids":["https://openalex.org/I4210159266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035310261","display_name":"Shantanu Rane","orcid":"https://orcid.org/0009-0003-6319-1764"},"institutions":[{"id":"https://openalex.org/I4210159266","display_name":"Mitsubishi Electric (United States)","ror":"https://ror.org/053jnhe44","country_code":"US","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125","https://openalex.org/I4210159266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shantanu Rane","raw_affiliation_strings":["Mitsubishi Electric Research Laboratories"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories","institution_ids":["https://openalex.org/I4210159266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005072450"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":0.4421,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76654585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"66"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.989799976348877,"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"}},{"id":"https://openalex.org/T11716","display_name":"Random Matrices and Applications","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.8858205080032349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7616338729858398},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.7418332695960999},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5731773376464844},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.5149357914924622},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5066757798194885},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.44037312269210815},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4313095510005951},{"id":"https://openalex.org/keywords/alice-and-bob","display_name":"Alice and Bob","score":0.4266880750656128},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3464471697807312},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23962655663490295},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15339279174804688},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.14075925946235657},{"id":"https://openalex.org/keywords/alice","display_name":"Alice (programming language)","score":0.10458165407180786}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8858205080032349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7616338729858398},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.7418332695960999},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5731773376464844},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.5149357914924622},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5066757798194885},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.44037312269210815},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4313095510005951},{"id":"https://openalex.org/C127964579","wikidata":"https://www.wikidata.org/wiki/Q649676","display_name":"Alice and Bob","level":3,"score":0.4266880750656128},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3464471697807312},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23962655663490295},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15339279174804688},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.14075925946235657},{"id":"https://openalex.org/C2778222013","wikidata":"https://www.wikidata.org/wiki/Q1136926","display_name":"Alice (programming language)","level":2,"score":0.10458165407180786},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/wifs.2012.6412626","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs.2012.6412626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.415.8483","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.415.8483","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.psu.edu/~blin/wifs2012.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.705.7443","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.705.7443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.psu.edu/%7Eblin/wifs2012.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W56293434","https://openalex.org/W1484817741","https://openalex.org/W1485110750","https://openalex.org/W1873763122","https://openalex.org/W2013823004","https://openalex.org/W2052747341","https://openalex.org/W2054922243","https://openalex.org/W2097272254","https://openalex.org/W2103142290","https://openalex.org/W2103686189","https://openalex.org/W2109426455","https://openalex.org/W2109642764","https://openalex.org/W2118356336","https://openalex.org/W2119067110","https://openalex.org/W2119874464","https://openalex.org/W2156313597","https://openalex.org/W2159675343","https://openalex.org/W2170351346","https://openalex.org/W2911978475","https://openalex.org/W2950943617","https://openalex.org/W4210542476","https://openalex.org/W4244921326","https://openalex.org/W6628967532","https://openalex.org/W6629131564","https://openalex.org/W6639246211","https://openalex.org/W6677855611","https://openalex.org/W6683118581","https://openalex.org/W6758947373"],"related_works":["https://openalex.org/W4304208041","https://openalex.org/W4315488958","https://openalex.org/W3176515490","https://openalex.org/W3185918024","https://openalex.org/W3138333794","https://openalex.org/W2773408865","https://openalex.org/W4226426276","https://openalex.org/W2083287929","https://openalex.org/W4241535341","https://openalex.org/W2735874745"],"abstract_inverted_index":{"Alice":[0],"and":[1,24,72,87,108],"Bob":[2],"are":[3],"mutually":[4],"untrusting":[5],"curators":[6],"who":[7,45],"possess":[8],"separate":[9],"databases":[10,114],"containing":[11],"information":[12],"about":[13],"a":[14,82,118,126],"set":[15],"of":[16,35,85,91,95,105],"respondents.":[17],"This":[18,75],"data":[19,50],"is":[20,77,99,115,133],"to":[21,26,56,69],"be":[22,54,67],"sanitized":[23],"published":[25,49],"enable":[27],"accurate":[28],"statistical":[29,58],"analysis,":[30],"while":[31],"retaining":[32],"the":[33,36,40,48,96,106,112,141],"privacy":[34,86,143],"individual":[37,97],"respondents":[38,98],"in":[39],"databases.":[41],"Further,":[42],"an":[43,63,78,136],"adversary":[44],"looks":[46],"at":[47],"must":[51],"not":[52],"even":[53],"able":[55,68],"compute":[57,70],"measures":[59],"on":[60,111,130],"it.":[61],"Only":[62],"authorized":[64],"researcher":[65],"should":[66],"marginal":[71,107],"joint":[73,109],"statistics.":[74],"work":[76],"attempt":[79],"toward":[80],"providing":[81],"theoretical":[83],"formulation":[84],"utility":[88],"for":[89],"problems":[90],"this":[92],"type.":[93],"Privacy":[94,104],"formulated":[100,116,142],"using":[101,117],"\u0454-differential":[102,123],"privacy.":[103,124],"statistics":[110],"distributed":[113],"new":[119],"model":[120],"called":[121],"\u03b4-distributional":[122],"Finally,":[125],"constructive":[127],"scheme":[128],"based":[129],"randomized":[131],"response":[132],"presented":[134],"as":[135],"example":[137],"mechanism":[138],"that":[139],"satisfies":[140],"requirements.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}