{"id":"https://openalex.org/W2137596716","doi":"https://doi.org/10.1145/1409620.1409624","title":"Privacy-preserving decision trees over vertically partitioned data","display_name":"Privacy-preserving decision trees over vertically partitioned data","publication_year":2008,"publication_date":"2008-10-01","ids":{"openalex":"https://openalex.org/W2137596716","doi":"https://doi.org/10.1145/1409620.1409624","mag":"2137596716"},"language":"en","primary_location":{"id":"doi:10.1145/1409620.1409624","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1409620.1409624","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"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":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-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/A5034878799","display_name":"Jaideep Vaidya","orcid":"https://orcid.org/0000-0002-7420-6947"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jaideep Vaidya","raw_affiliation_strings":["Rutgers University, Newark, NJ"],"affiliations":[{"raw_affiliation_string":"Rutgers University, Newark, NJ","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080294173","display_name":"Chris Clifton","orcid":"https://orcid.org/0000-0001-7274-1471"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris Clifton","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087192873","display_name":"Murat Kantarc\u0131o\u011flu","orcid":"https://orcid.org/0000-0001-9795-9063"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murat Kantarcioglu","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX","University of Texas at Dallas, Richardson, TX,"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX,","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031566959","display_name":"A. Scott Patterson","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Scott Patterson","raw_affiliation_strings":["Johns Hopkins University, Baltimore, MD","Johns Hopkins University, baltimore, MD"],"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, MD","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Johns Hopkins University, baltimore, MD","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034878799"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":14.6649,"has_fulltext":false,"cited_by_count":162,"citation_normalized_percentile":{"value":0.98879203,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"2","issue":"3","first_page":"1","last_page":"27"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9905999898910522,"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/computer-science","display_name":"Computer science","score":0.8043394088745117},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.6159407496452332},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5330174565315247},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4513888657093048},{"id":"https://openalex.org/keywords/id3","display_name":"ID3","score":0.4390271008014679},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43076765537261963},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.4197109043598175},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40192025899887085},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.18470200896263123},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16401124000549316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8043394088745117},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.6159407496452332},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5330174565315247},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4513888657093048},{"id":"https://openalex.org/C174599459","wikidata":"https://www.wikidata.org/wiki/Q1054220","display_name":"ID3","level":4,"score":0.4390271008014679},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43076765537261963},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.4197109043598175},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40192025899887085},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.18470200896263123},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16401124000549316},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1409620.1409624","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1409620.1409624","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"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":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.175.4663","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.175.4663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://securespeech.cs.cmu.edu/reports/private.decisiontrees.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.88.748","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.88.748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cimic.rutgers.edu/~jsvaidya/pub-papers/vaidyaID3-ifip05.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2985785116","display_name":null,"funder_award_id":"CNS-0746943IIS-0428168","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"},{"id":"https://openalex.org/G4438374719","display_name":null,"funder_award_id":"CNS-0746943IIS-0428168","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"},{"id":"https://openalex.org/G6054419660","display_name":null,"funder_award_id":"FA9550-07-1-0041","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G6183003347","display_name":null,"funder_award_id":"FA9550-08-1-0265","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"}],"funders":[{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"},{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W94310106","https://openalex.org/W199752024","https://openalex.org/W1528076390","https://openalex.org/W1574534563","https://openalex.org/W1574994418","https://openalex.org/W1600010237","https://openalex.org/W1871114411","https://openalex.org/W1996428067","https://openalex.org/W1999602050","https://openalex.org/W2009733253","https://openalex.org/W2016267457","https://openalex.org/W2022079499","https://openalex.org/W2027471022","https://openalex.org/W2047370889","https://openalex.org/W2054804336","https://openalex.org/W2056489112","https://openalex.org/W2078937669","https://openalex.org/W2084812512","https://openalex.org/W2088492763","https://openalex.org/W2093367651","https://openalex.org/W2107943787","https://openalex.org/W2112022568","https://openalex.org/W2123504579","https://openalex.org/W2128655828","https://openalex.org/W2128906841","https://openalex.org/W2139336600","https://openalex.org/W2139979322","https://openalex.org/W2140463126","https://openalex.org/W2141625084","https://openalex.org/W2143087446","https://openalex.org/W2145341289","https://openalex.org/W2149706766","https://openalex.org/W2161067131","https://openalex.org/W2164341199","https://openalex.org/W2233233025","https://openalex.org/W2282782874","https://openalex.org/W2679684481","https://openalex.org/W2786751220","https://openalex.org/W2982720039","https://openalex.org/W2990399857","https://openalex.org/W3006017734","https://openalex.org/W3017143921","https://openalex.org/W4248358572"],"related_works":["https://openalex.org/W2069340834","https://openalex.org/W2550686250","https://openalex.org/W2592385415","https://openalex.org/W2950043821","https://openalex.org/W2392018731","https://openalex.org/W4385961840","https://openalex.org/W2169280041","https://openalex.org/W2188355725","https://openalex.org/W2072960953","https://openalex.org/W2944918423"],"abstract_inverted_index":{"Privacy":[0],"and":[1],"security":[2],"concerns":[3],"can":[4,18],"prevent":[5],"sharing":[6],"of":[7,28,46,69,73],"data,":[8],"derailing":[9],"data-mining":[10],"projects.":[11],"Distributed":[12],"knowledge":[13],"discovery,":[14],"if":[15],"done":[16],"correctly,":[17],"alleviate":[19],"this":[20],"problem.":[21],"We":[22,60],"introduce":[23],"a":[24,44,66],"generalized":[25],"privacy-preserving":[26],"variant":[27],"the":[29,56,70],"ID3":[30],"algorithm":[31],"for":[32],"vertically":[33],"partitioned":[34],"data":[35,77],"distributed":[36],"over":[37],"two":[38],"or":[39],"more":[40],"parties.":[41],"Along":[42],"with":[43],"proof":[45],"security,":[47],"we":[48],"discuss":[49],"what":[50],"would":[51],"be":[52],"necessary":[53],"to":[54],"make":[55],"protocols":[57],"completely":[58],"secure.":[59],"also":[61],"provide":[62],"experimental":[63],"results,":[64],"giving":[65],"first":[67],"demonstration":[68],"practical":[71],"complexity":[72],"secure":[74],"multiparty":[75],"computation-based":[76],"mining.":[78]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":10}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}
