{"id":"https://openalex.org/W4389881065","doi":"https://doi.org/10.1109/iceei59426.2023.10346809","title":"GDP: Group-Based Differential Privacy Framework for Secure Process Mining in the Internet of Medical Things","display_name":"GDP: Group-Based Differential Privacy Framework for Secure Process Mining in the Internet of Medical Things","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4389881065","doi":"https://doi.org/10.1109/iceei59426.2023.10346809"},"language":"en","primary_location":{"id":"doi:10.1109/iceei59426.2023.10346809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceei59426.2023.10346809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical Engineering and Informatics (ICEEI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5014433418","display_name":"Mahdi Sahlabadi","orcid":"https://orcid.org/0000-0003-4862-400X"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mahdi Sahlabadi","raw_affiliation_strings":["Universiti Kebangsaan Malaysia,Center for Cyber Security, Faculty of Information Science and Technology,Selangor,Malaysia","Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Kebangsaan Malaysia,Center for Cyber Security, Faculty of Information Science and Technology,Selangor,Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027418901","display_name":"Zarina Shukur","orcid":"https://orcid.org/0000-0002-1096-5354"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zarina Shukur","raw_affiliation_strings":["Universiti Kebangsaan Malaysia,Center for Cyber Security, Faculty of Information Science and Technology,Selangor,Malaysia","Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Kebangsaan Malaysia,Center for Cyber Security, Faculty of Information Science and Technology,Selangor,Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079386779","display_name":"Ravie Chandren Muniyandi","orcid":"https://orcid.org/0000-0002-8999-9548"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ravie Chandren Muniyandi","raw_affiliation_strings":["Universiti Kebangsaan Malaysia,Center for Cyber Security, Faculty of Information Science and Technology,Selangor,Malaysia","Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Kebangsaan Malaysia,Center for Cyber Security, Faculty of Information Science and Technology,Selangor,Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062544843","display_name":"Morteza SaberiKamarposhti","orcid":"https://orcid.org/0000-0001-8938-4140"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Morteza SaberiKamarposhti","raw_affiliation_strings":["Universiti Kebangsaan Malaysia,Center for Cyber Security, Faculty of Information Science and Technology,Selangor,Malaysia","Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Kebangsaan Malaysia,Center for Cyber Security, Faculty of Information Science and Technology,Selangor,Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I885383172"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987000226974487,"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":0.9987000226974487,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9818000197410583,"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"}},{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9692000150680542,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.8215452432632446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7085405588150024},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6881729364395142},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5847153663635254},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5771453380584717},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5674160718917847},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5225107669830322},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49685338139533997},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.45785343647003174},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.44721224904060364},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3742802143096924},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3445168733596802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23364010453224182},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16225141286849976},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09908565878868103}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8215452432632446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7085405588150024},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6881729364395142},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5847153663635254},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5771453380584717},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5674160718917847},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5225107669830322},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49685338139533997},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.45785343647003174},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.44721224904060364},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3742802143096924},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3445168733596802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23364010453224182},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16225141286849976},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09908565878868103},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceei59426.2023.10346809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceei59426.2023.10346809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical Engineering and Informatics (ICEEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6899999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1592865568","https://openalex.org/W1972452870","https://openalex.org/W2058084995","https://openalex.org/W2093281079","https://openalex.org/W2539944395","https://openalex.org/W2789217906","https://openalex.org/W2963541051","https://openalex.org/W2975029110","https://openalex.org/W3009388162","https://openalex.org/W3013707121","https://openalex.org/W3103549447","https://openalex.org/W3123033268","https://openalex.org/W3162156162","https://openalex.org/W3167495558","https://openalex.org/W3171984595","https://openalex.org/W4224948085","https://openalex.org/W4229658977","https://openalex.org/W4288356450","https://openalex.org/W4294811712","https://openalex.org/W4313241616","https://openalex.org/W6635537387"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W2280422768","https://openalex.org/W3143197806"],"abstract_inverted_index":{"With":[0],"the":[1,11,14,84,141],"widespread":[2],"adoption":[3],"of":[4,6,16,37,63,143,160],"Internet":[5,15],"Things":[7,18],"(IoTs)":[8],"technology":[9],"in":[10,101,146],"healthcare":[12,31,56,144],"domain,":[13],"Medical":[17],"(IoMTs)":[19],"has":[20],"emerged":[21],"as":[22],"a":[23,47,111,131],"promising":[24],"paradigm":[25],"for":[26,58,77,96,137],"improving":[27],"patient":[28],"care":[29],"and":[30,71,174],"outcomes.":[32],"IoMT":[33],"generates":[34],"vast":[35],"amounts":[36],"data,":[38],"including":[39],"process":[40],"logs.":[41],"Therefore,":[42,87,127],"Process":[43],"Mining":[44],"(PM)":[45],"is":[46,110],"potential":[48],"approach":[49],"that":[50,116],"can":[51],"provide":[52],"valuable":[53],"insights":[54],"into":[55,125],"processes":[57],"several":[59],"optimizations.":[60],"The":[61],"analysis":[62],"such":[64],"sensitive":[65,85],"data":[66,79,102,145],"through":[67],"PM":[68,76,94,105,138,162],"raises":[69],"privacy":[70,119,142],"security":[72],"concerns.":[73],"However,":[74],"using":[75],"specific":[78,147],"allows":[80],"IoMTs":[81],"to":[82,91,139],"secure":[83],"data.":[86,126],"this":[88,128],"paper":[89],"aims":[90],"evaluate":[92],"existing":[93],"algorithms,":[95,163],"behavior":[97],"after":[98],"adding":[99],"noise":[100,124],"without":[103],"affecting":[104],"results.":[106],"Differential":[107],"Privacy":[108],"(DP)":[109],"widely":[112],"recognized":[113],"privacy-preserving":[114],"technique":[115],"provides":[117],"strong":[118],"guarantees":[120],"by":[121],"injecting":[122],"random":[123],"research":[129,182],"presents":[130],"framework,":[132],"called":[133],"Group-based":[134],"DP":[135],"(GDP)":[136],"protect":[140],"columns":[148],"which":[149],"are":[150],"neither":[151],"activity":[152],"nor":[153],"class":[154],"ID.":[155],"This":[156],"study":[157],"includes":[158],"evaluation":[159],"prominent":[161],"including,":[164],"Alpha":[165],"algorithm,":[166,168,170],"Heuristics":[167],"inductive":[169],"correlation":[171],"mining":[172],"algorithm":[173],"footprints":[175],"algorithm.":[176],"Furthermore,":[177],"we":[178],"suggested":[179],"pertinent":[180],"advanced":[181],"directions":[183],"concerning":[184],"real-world":[185],"requirements.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}