{"id":"https://openalex.org/W1598689448","doi":"https://doi.org/10.1007/1-4020-8128-6_22","title":"An Experimental Study of Distortion-Based Techniques for Association Rule Hiding","display_name":"An Experimental Study of Distortion-Based Techniques for Association Rule Hiding","publication_year":2006,"publication_date":"2006-02-22","ids":{"openalex":"https://openalex.org/W1598689448","doi":"https://doi.org/10.1007/1-4020-8128-6_22","mag":"1598689448"},"language":"en","primary_location":{"id":"doi:10.1007/1-4020-8128-6_22","is_oa":true,"landing_page_url":"https://doi.org/10.1007/1-4020-8128-6_22","pdf_url":"https://link.springer.com/content/pdf/10.1007/1-4020-8128-6_22.pdf","source":{"id":"https://openalex.org/S4306463519","display_name":"Kluwer Academic Publishers eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/1-4020-8128-6_22.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073471040","display_name":"Emmanuel D. Pontikakis","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Emmanuel D. Pontikakis","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026338577","display_name":"Achilleas A. Tsitsonis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Achilleas A. Tsitsonis","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5085113815","display_name":"Vassilios S. Verykios","orcid":"https://orcid.org/0000-0002-9758-0819"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vassilios S. Verykios","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073471040"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1151,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94739856,"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":"325","last_page":"339"},"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":0.9980000257492065,"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":0.9894000291824341,"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/association-rule-learning","display_name":"Association rule learning","score":0.8684952855110168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7738573551177979},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6973767280578613},{"id":"https://openalex.org/keywords/information-hiding","display_name":"Information hiding","score":0.5343500971794128},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5221943259239197},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48811420798301697},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.48772701621055603},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48552513122558594},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46221986413002014},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2909198999404907},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2015548050403595},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09155535697937012}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8684952855110168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7738573551177979},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6973767280578613},{"id":"https://openalex.org/C3073032","wikidata":"https://www.wikidata.org/wiki/Q15912075","display_name":"Information hiding","level":3,"score":0.5343500971794128},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5221943259239197},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48811420798301697},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.48772701621055603},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48552513122558594},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46221986413002014},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2909198999404907},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2015548050403595},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09155535697937012},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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":1,"locations":[{"id":"doi:10.1007/1-4020-8128-6_22","is_oa":true,"landing_page_url":"https://doi.org/10.1007/1-4020-8128-6_22","pdf_url":"https://link.springer.com/content/pdf/10.1007/1-4020-8128-6_22.pdf","source":{"id":"https://openalex.org/S4306463519","display_name":"Kluwer Academic Publishers eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/1-4020-8128-6_22","is_oa":true,"landing_page_url":"https://doi.org/10.1007/1-4020-8128-6_22","pdf_url":"https://link.springer.com/content/pdf/10.1007/1-4020-8128-6_22.pdf","source":{"id":"https://openalex.org/S4306463519","display_name":"Kluwer Academic Publishers eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1598689448.pdf","grobid_xml":"https://content.openalex.org/works/W1598689448.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1528076390","https://openalex.org/W1540042877","https://openalex.org/W1580456931","https://openalex.org/W1594426822","https://openalex.org/W1977493358","https://openalex.org/W2078937669","https://openalex.org/W2091159589","https://openalex.org/W2093367651","https://openalex.org/W2095576022","https://openalex.org/W2105564121","https://openalex.org/W2112022568","https://openalex.org/W2128906841","https://openalex.org/W2135239779","https://openalex.org/W2145747124","https://openalex.org/W2167411443","https://openalex.org/W2410549043","https://openalex.org/W4234415002","https://openalex.org/W4248358572"],"related_works":["https://openalex.org/W128746893","https://openalex.org/W2367573304","https://openalex.org/W2537030075","https://openalex.org/W2006971496","https://openalex.org/W4310720718","https://openalex.org/W2065998343","https://openalex.org/W2369717039","https://openalex.org/W2384676159","https://openalex.org/W2982449560","https://openalex.org/W2110683262"],"abstract_inverted_index":{"Data":[0],"mining":[1,94],"provides":[2],"the":[3,27,47,63,115,155,158,166,169,172,206],"opportunity":[4],"to":[5,22,101,174],"extract":[6,23],"useful":[7],"information":[8,25],"from":[9],"large":[10],"databases.":[11],"Various":[12],"techniques":[13],"have":[14,98],"been":[15,99],"proposed":[16,100,148],"in":[17,20,26,38,68,90,197,200],"this":[18,24,39,58,184,198],"context":[19],"order":[21],"most":[28],"efficient":[29],"way.":[30],"However":[31],"efficiency":[32],"is":[33,85],"not":[34,134],"our":[35,189],"only":[36],"concern":[37],"study.":[40],"The":[41,104,118,147],"security":[42],"and":[43,72,95,161],"privacy":[44,91],"issues":[45],"over":[46],"extracted":[48],"knowledge":[49],"must":[50],"be":[51],"seriously":[52],"considered":[53],"as":[54],"well.":[55],"By":[56],"taking":[57],"into":[59],"consideration,":[60],"we":[61,73,107,186],"study":[62],"discovery":[64],"of":[65,125,157,168,171],"association":[66,80,159],"rules":[67,131,144,160,203],"binary":[69],"data":[70,93,152],"sets":[71],"propose":[74],"algorithms":[75,97,105,149,190,196],"for":[76,113,154,176],"selectively":[77],"hiding":[78,84,114,119],"sensitive":[79,116],"rules.":[81,117],"Association":[82],"rule":[83],"a":[86,110,123],"well":[87],"researched":[88],"area":[89],"preserving":[92],"many":[96],"address":[102],"it.":[103],"that":[106,188],"introduce":[108,122],"use":[109,150],"distortion-based":[111],"technique":[112],"process":[120],"may":[121],"number":[124],"side":[126],"effects":[127],"either":[128],"by":[129,140,180],"generating":[130],"which":[132],"were":[133],"previously":[135],"existing":[136,142],"(ghost":[137],"rules)":[138],"or":[139],"eliminating":[141,201],"non-sensitive":[143,202],"(lost":[145],"rules).":[146],"effective":[151],"structures":[153],"representation":[156],"they":[162],"strongly":[163],"rely":[164],"on":[165],"prioritization":[167],"selection":[170],"transactions":[173],"choose":[175],"falsification":[177],"(victim":[178],"transactions)":[179],"using":[181],"weights.":[182],"In":[183],"paper":[185],"show":[187],"perform":[191],"better":[192],"than":[193],"other":[194],"similar":[195],"field":[199],"without":[204],"increasing":[205],"processing":[207],"time":[208],"significantly.":[209]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}