{"id":"https://openalex.org/W2010861517","doi":"https://doi.org/10.1109/iccct.2012.15","title":"Privacy Preserving Data Mining Techniques: Current Scenario and Future Prospects","display_name":"Privacy Preserving Data Mining Techniques: Current Scenario and Future Prospects","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2010861517","doi":"https://doi.org/10.1109/iccct.2012.15","mag":"2010861517"},"language":"en","primary_location":{"id":"doi:10.1109/iccct.2012.15","doi":"https://doi.org/10.1109/iccct.2012.15","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccct.2012.15","pdf_url":null,"source":{"id":"https://openalex.org/S4306419230","display_name":"International Conference on Computer and Communication Technology","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Third International Conference on Computer and Communication Technology","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5090827264","display_name":"Majid Bashir Malik","orcid":"https://orcid.org/0000-0003-4160-8461","observed_orcids":["https://orcid.org/0000-0003-4160-8461"]},"institutions":[{"id":"https://openalex.org/I299920578","display_name":"Baba Ghulam Shah Badshah University","ror":"https://ror.org/00fp2m518","country_code":"IN","type":"education","lineage":["https://openalex.org/I299920578"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Majid Bashir Malik","raw_affiliation_strings":["Department of Computer Sciences, BGSB University, Rajouri, J & K","Dept. of Comput. Sci., BGSB Univ., Rajouri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, BGSB University, Rajouri, J & K","institution_ids":["https://openalex.org/I299920578"]},{"raw_affiliation_string":"Dept. of Comput. Sci., BGSB Univ., Rajouri, India","institution_ids":["https://openalex.org/I299920578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007013991","display_name":"Mohammed ghazi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I299920578","display_name":"Baba Ghulam Shah Badshah University","ror":"https://ror.org/00fp2m518","country_code":"IN","type":"education","lineage":["https://openalex.org/I299920578"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Asger Ghazi","raw_affiliation_strings":["School of Mathematical Sciences and Engineering, BGSB University, Rajouri, J & K","Dept. of Comput. Sci., BGSB Univ., Rajouri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences and Engineering, BGSB University, Rajouri, J & K","institution_ids":["https://openalex.org/I299920578"]},{"raw_affiliation_string":"Dept. of Comput. Sci., BGSB Univ., Rajouri, India","institution_ids":["https://openalex.org/I299920578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052433003","display_name":"Rashid Ali","orcid":"https://orcid.org/0000-0002-5977-9755","observed_orcids":["https://orcid.org/0000-0002-5977-9755"]},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Rashid Ali","raw_affiliation_strings":["College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","[College of Computer and Information Technology, Taif University, Taif, Saudi Arabia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"[College of Computer and Information Technology, Taif University, Taif, Saudi Arabia]","institution_ids":["https://openalex.org/I179331831"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7299,"has_fulltext":false,"cited_by_count":118,"citation_normalized_percentile":{"value":0.9723651,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"32"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.0,"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/privacy-preserving-data-mining","display_name":"privacy-preserving data mining","score":0.996999979019165},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.7459999918937683},{"id":"https://openalex.org/keywords/sensitive-data-protection","display_name":"sensitive data protection","score":0.7540000081062317},{"id":"https://openalex.org/keywords/data-utility","display_name":"data utility","score":0.8500000238418579},{"id":"https://openalex.org/keywords/privacy-preserving-algorithms","display_name":"privacy-preserving algorithms","score":0.7630000114440918},{"id":"https://openalex.org/keywords/privacy-trade-offs","display_name":"privacy trade-offs","score":0.45100000500679016},{"id":"https://openalex.org/keywords/future-directions","display_name":"future research directions","score":0.6520000100135803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7949445247650146},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.668565034866333},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5931674838066101},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.49244222044944763},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.4359784424304962},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.4192485213279724},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3589760661125183},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3277876675128937}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccct.2012.15","doi":"https://doi.org/10.1109/iccct.2012.15","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccct.2012.15","pdf_url":null,"source":{"id":"https://openalex.org/S4306419230","display_name":"International Conference on Computer and Communication Technology","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Third International Conference on Computer and Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W5320521","https://openalex.org/W184146824","https://openalex.org/W199752024","https://openalex.org/W1523472376","https://openalex.org/W1528076390","https://openalex.org/W1540042877","https://openalex.org/W1544579602","https://openalex.org/W1563151522","https://openalex.org/W1567125377","https://openalex.org/W1574534563","https://openalex.org/W1969019410","https://openalex.org/W1971196771","https://openalex.org/W1981648022","https://openalex.org/W1999602050","https://openalex.org/W2001336960","https://openalex.org/W2002352982","https://openalex.org/W2009331946","https://openalex.org/W2011332377","https://openalex.org/W2016415759","https://openalex.org/W2041719973","https://openalex.org/W2047370889","https://openalex.org/W2078937669","https://openalex.org/W2088492763","https://openalex.org/W2088722149","https://openalex.org/W2093367651","https://openalex.org/W2095963390","https://openalex.org/W2106042369","https://openalex.org/W2106463421","https://openalex.org/W2107663819","https://openalex.org/W2112022568","https://openalex.org/W2114294349","https://openalex.org/W2116241118","https://openalex.org/W2118024521","https://openalex.org/W2119047901","https://openalex.org/W2128906841","https://openalex.org/W2132678785","https://openalex.org/W2136114025","https://openalex.org/W2139336600","https://openalex.org/W2140190241","https://openalex.org/W2142406320","https://openalex.org/W2143533311","https://openalex.org/W2145747124","https://openalex.org/W2157539922","https://openalex.org/W2159024459","https://openalex.org/W2160174053","https://openalex.org/W2161030490","https://openalex.org/W2161067131","https://openalex.org/W2161229593","https://openalex.org/W2161390635","https://openalex.org/W2161479324","https://openalex.org/W2162105856","https://openalex.org/W2308704442","https://openalex.org/W2798348632","https://openalex.org/W2889643187","https://openalex.org/W2945156914","https://openalex.org/W4212848460","https://openalex.org/W4234123233","https://openalex.org/W4234415002","https://openalex.org/W4248358572","https://openalex.org/W4285719527","https://openalex.org/W6996993041"],"related_works":["https://openalex.org/W2290263064","https://openalex.org/W2967241186","https://openalex.org/W4300780792","https://openalex.org/W2887750691","https://openalex.org/W4248510352","https://openalex.org/W2380350643","https://openalex.org/W2945156914","https://openalex.org/W1572057945","https://openalex.org/W3120313835","https://openalex.org/W2548396305"],"abstract_inverted_index":{"Privacy":[0,17],"preserving":[1,18,97,123,159],"has":[2],"originated":[3],"as":[4],"an":[5,135],"important":[6],"concern":[7],"with":[8,23],"reference":[9],"to":[10,57,65,115,153],"the":[11,14,25,35,38,46,66,70,74,147],"success":[12,94],"of":[13,27,37,45,69,76,87,95,105,111,149,157],"data":[15,19,29,52,71,98,108,116,160],"mining.":[16,72],"mining":[20,99,117,161],"(PPDM)":[21],"deals":[22],"protecting":[24],"privacy":[26,47,96,122,158],"individual":[28],"or":[30,113],"sensitive":[31,60],"knowledge":[32],"without":[33],"sacrificing":[34],"utility":[36],"data.":[39],"People":[40],"have":[41,80],"become":[42],"well":[43],"aware":[44],"intrusions":[48],"on":[49,130,142],"their":[50,59],"personal":[51],"and":[53,163,165],"are":[54],"very":[55],"reluctant":[56],"share":[58],"information.":[61],"This":[62],"may":[63,137],"lead":[64],"inadvertent":[67],"results":[68],"Within":[73],"constraints":[75],"privacy,":[77],"several":[78],"methods":[79],"been":[81],"proposed":[82],"but":[83],"still":[84],"this":[85,150],"branch":[86],"research":[88,169],"is":[89,101,152],"in":[90,103],"its":[91,106],"infancy.":[92],"The":[93],"algorithms":[100,118],"measured":[102],"terms":[104],"performance,":[107],"utility,":[109],"level":[110],"uncertainty":[112],"resistance":[114],"etc.":[119],"However":[120],"no":[121],"algorithm":[124,136],"exists":[125],"that":[126],"outperforms":[127],"all":[128,131],"others":[129],"possible":[132],"criteria.":[133],"Rather,":[134],"perform":[138],"better":[139],"than":[140],"another":[141],"one":[143],"specific":[144],"criterion.":[145],"So,":[146],"aim":[148],"paper":[151],"present":[154],"current":[155],"scenario":[156],"tools":[162],"techniques":[164],"propose":[166],"some":[167],"future":[168],"directions.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
