{"id":"https://openalex.org/W2945156914","doi":"https://doi.org/10.1145/3316615.3316632","title":"A Survey on Privacy Preserving Data Mining Approaches and Techniques","display_name":"A Survey on Privacy Preserving Data Mining Approaches and Techniques","publication_year":2019,"publication_date":"2019-02-19","ids":{"openalex":"https://openalex.org/W2945156914","doi":"https://doi.org/10.1145/3316615.3316632","mag":"2945156914"},"language":"en","primary_location":{"id":"doi:10.1145/3316615.3316632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3316615.3316632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","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/A5017803573","display_name":"Maheyzah Md Siraj","orcid":"https://orcid.org/0000-0003-4431-8419"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Maheyzah Md Siraj","raw_affiliation_strings":["School of Computing, Universiti Teknologi Malaysia, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computing, Universiti Teknologi Malaysia, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052778226","display_name":"Nurul Adibah Rahmat","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nurul Adibah Rahmat","raw_affiliation_strings":["School of Computing, Universiti Teknologi Malaysia, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computing, Universiti Teknologi Malaysia, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008906927","display_name":"Mazura Mat Din","orcid":"https://orcid.org/0000-0002-9814-1316"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mazura Mat Din","raw_affiliation_strings":["School of Computing, Universiti Teknologi Malaysia, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computing, Universiti Teknologi Malaysia, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017803573"],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":null,"apc_paid":null,"fwci":2.9404,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.92995654,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"69"},"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":0.9962999820709229,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9882000088691711,"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":0.7787253856658936},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6163880228996277},{"id":"https://openalex.org/keywords/surprise","display_name":"Surprise","score":0.5930862426757812},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5736513137817383},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5512073636054993},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.550553560256958},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.44845056533813477},{"id":"https://openalex.org/keywords/personally-identifiable-information","display_name":"Personally identifiable information","score":0.44260966777801514},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.20709475874900818},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20615500211715698},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15863430500030518},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1487499475479126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7787253856658936},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6163880228996277},{"id":"https://openalex.org/C2780343955","wikidata":"https://www.wikidata.org/wiki/Q333173","display_name":"Surprise","level":2,"score":0.5930862426757812},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5736513137817383},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5512073636054993},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.550553560256958},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.44845056533813477},{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.44260966777801514},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.20709475874900818},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20615500211715698},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15863430500030518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1487499475479126},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3316615.3316632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3316615.3316632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W347787326","https://openalex.org/W1544579602","https://openalex.org/W1976593730","https://openalex.org/W1988528821","https://openalex.org/W2010861517","https://openalex.org/W2089497633","https://openalex.org/W2112022568","https://openalex.org/W2127204392","https://openalex.org/W2181370431","https://openalex.org/W2463652039","https://openalex.org/W2492995478","https://openalex.org/W2547703386","https://openalex.org/W2884802001","https://openalex.org/W2945156914","https://openalex.org/W2994175661","https://openalex.org/W4248358572","https://openalex.org/W7071710003"],"related_works":["https://openalex.org/W2295836226","https://openalex.org/W2025792237","https://openalex.org/W4225340788","https://openalex.org/W2272742059","https://openalex.org/W2098937825","https://openalex.org/W3010786834","https://openalex.org/W3123738772","https://openalex.org/W1996189363","https://openalex.org/W2940702331","https://openalex.org/W3003650144"],"abstract_inverted_index":{"In":[0,108],"recent":[1],"years,":[2],"the":[3,6,25,47,55,65,110,171,178,187],"importance":[4],"of":[5,28,40,59,67,125,135,152,162,173,189,199,205],"Internet":[7],"in":[8,71,94,176,183,197,223],"our":[9,14],"personal":[10],"as":[11,13,20,34,115,180,182],"well":[12,181],"professional":[15],"lives":[16],"cannot":[17],"be":[18,22],"overstated":[19],"can":[21],"observed":[23],"from":[24,122,149],"immense":[26],"increase":[27,106],"its":[29,200],"users.":[30],"It":[31,49],"therefore":[32],"comes":[33],"no":[35],"surprise":[36],"that":[37,133],"a":[38,116],"lot":[39],"businesses":[41],"are":[42,221],"being":[43],"carried":[44],"out":[45],"over":[46],"internet.":[48],"brings":[50],"along":[51],"privacy":[52,163,190],"threats":[53],"to":[54,73,81,101,145,226],"data":[56,70,79,111,153,165,192,202,207,209,216],"and":[57,76,92,97,105,158,211,219],"information":[58,88,99],"an":[60],"organization.":[61],"Data":[62],"mining":[63,112,156,166,177,193,217],"is":[64,90,138,195],"processing":[66],"analyze":[68,77],"larger":[69],"order":[72],"discover":[74],"patterns":[75,148],"hidden":[78],"concurring":[80],"distinctive":[82],"sights":[83],"for":[84,119],"categorize":[85],"into":[86],"convenient":[87],"which":[89],"collected":[91],"assembled":[93],"common":[95],"areas":[96],"other":[98],"necessities":[100],"eventually":[102],"cut":[103],"costs":[104],"revenue.":[107],"fact,":[109],"has":[113],"emerged":[114],"significant":[117],"technology":[118,137],"gaining":[120],"knowledge":[121],"vast":[123],"quantities":[124],"data.":[126],"However,":[127],"there":[128],"was":[129],"been":[130],"growing":[131],"concern":[132],"use":[134],"this":[136,224],"violating":[139],"individual":[140],"privacy.":[141,185],"This":[142],"tool":[143],"aims":[144],"find":[146],"useful":[147],"large":[150],"amount":[151],"using":[154],"by":[155],"algorithms":[157,168,175,194],"approaches.":[159],"The":[160],"analysis":[161],"preserving":[164,184,191],"(PPDM)":[167],"should":[169],"consider":[170],"effects":[172],"these":[174],"results":[179],"Therefore,":[186],"success":[188],"measured":[196],"term":[198],"performances,":[201],"utility,":[203],"level":[204],"uncertainty,":[206],"anonymization,":[208],"randomization":[210],"so":[212],"on":[213,215],"based":[214],"techniques":[218],"approaches":[220],"presented":[222],"paper":[225],"analyze.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}