{"id":"https://openalex.org/W4401387697","doi":"https://doi.org/10.1109/ickecs61492.2024.10616690","title":"Adversarial learning for De-Identification of Medical-Records","display_name":"Adversarial learning for De-Identification of Medical-Records","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4401387697","doi":"https://doi.org/10.1109/ickecs61492.2024.10616690"},"language":"en","primary_location":{"id":"doi:10.1109/ickecs61492.2024.10616690","doi":"https://doi.org/10.1109/ickecs61492.2024.10616690","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ickecs61492.2024.10616690","pdf_url":null,"source":{"id":"https://openalex.org/S7407086947","display_name":"International Conference on Knowledge Engineering and Communication Systems (ICKECS)","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":"2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS)","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/A5110760589","display_name":"H. S. Anupama","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"H.S Anupama","raw_affiliation_strings":["BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047843912","display_name":"K R Pradeep","orcid":"https://orcid.org/0000-0002-9045-801X","observed_orcids":["https://orcid.org/0000-0002-9045-801X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K.R Pradeep","raw_affiliation_strings":["BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062613320","display_name":"Mudligiriyappa Niranjanamurthy","orcid":"https://orcid.org/0000-0003-4008-8150","observed_orcids":["https://orcid.org/0000-0003-4008-8150"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M Niranjanamurthy","raw_affiliation_strings":["BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106345077","display_name":"V Kanthraju","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V Kanthraju","raw_affiliation_strings":["BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045495081","display_name":"C M Darshan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cb Darshan","raw_affiliation_strings":["BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BMS Institute of Technology and Management Bengaluru,Department of Artificial Intelligence and Machine Learning,Karnataka,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111282993","display_name":"S. V. N. S. Dakshina Murthy","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Svn Murthy","raw_affiliation_strings":["SJC Institute of Technology,Dept. of CSE,Chickballapur,Karnataka,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SJC Institute of Technology,Dept. of CSE,Chickballapur,Karnataka,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9932000041007996,"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":0.9932000041007996,"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/T14029","display_name":"Thoreau and American Literature","score":0.0020000000949949026,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.00039999998989515007,"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/de-identification","display_name":"de-identification","score":0.8659999966621399},{"id":"https://openalex.org/keywords/medical-records","display_name":"medical records","score":0.9470000267028809},{"id":"https://openalex.org/keywords/adversarial-machine-learning","display_name":"adversarial learning","score":0.925000011920929},{"id":"https://openalex.org/keywords/protected-health-information","display_name":"protected health information","score":0.9259999990463257},{"id":"https://openalex.org/keywords/privacy","display_name":"privacy","score":0.48500001430511475},{"id":"https://openalex.org/keywords/pseudonymization","display_name":"pseudonymization","score":0.8489999771118164},{"id":"https://openalex.org/keywords/data-protection","display_name":"data protection","score":0.4339999854564667}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7027781009674072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6869585514068604},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6362970471382141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.418804407119751},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ickecs61492.2024.10616690","doi":"https://doi.org/10.1109/ickecs61492.2024.10616690","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ickecs61492.2024.10616690","pdf_url":null,"source":{"id":"https://openalex.org/S7407086947","display_name":"International Conference on Knowledge Engineering and Communication Systems (ICKECS)","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":"2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1940872118","https://openalex.org/W2015620729","https://openalex.org/W2114388055","https://openalex.org/W2250539671","https://openalex.org/W2467995757","https://openalex.org/W2621075239","https://openalex.org/W2779622762","https://openalex.org/W2888161220","https://openalex.org/W2961396908","https://openalex.org/W2963879260"],"related_works":["https://openalex.org/W2949182966","https://openalex.org/W4287028633","https://openalex.org/W2012466471","https://openalex.org/W4256509033","https://openalex.org/W2888782995","https://openalex.org/W1169821766","https://openalex.org/W2588940444","https://openalex.org/W2566691385","https://openalex.org/W4413052408","https://openalex.org/W4234664880"],"abstract_inverted_index":{"Medical":[0,11],"records":[1,18,83],"may":[2],"exclusively":[3],"be":[4,54],"disclosed":[5],"for":[6,104,125],"the":[7,16,35,49,123],"purpose":[8],"of":[9,19,26,37,72],"research.":[10],"researchers":[12],"can":[13],"only":[14],"access":[15],"medical":[17,73,116],"patient":[20],"if":[21],"they":[22],"are":[23,77],"de-identified":[24],"because":[25],"data":[27,33,93,133],"protection":[28],"and":[29],"privacy":[30],"laws.":[31],"De-Identified":[32],"means":[34],"process":[36],"removing":[38],"or":[39],"masking":[40],"protected":[41],"health":[42],"information":[43],"(PHI)":[44],"in":[45],"order":[46],"to":[47,64,68,91,114,130],"reduce":[48],"risk":[50],"that":[51],"subjects":[52],"identify":[53],"connected":[55],"with":[56],"data.":[57],"Automatic":[58],"de-identification":[59,108],"classifiers":[60,76],"The":[61],"goal":[62],"is":[63],"make":[65],"it":[66,128],"affordable":[67],"de-identify":[69],"large":[70],"amounts":[71],"records.":[74],"Current":[75],"trained":[78],"on":[79],"costly":[80],"manually":[81],"pseudonymized":[82],"from":[84],"a":[85,112,119],"single":[86],"source,":[87],"limiting":[88],"their":[89],"applicability":[90],"new":[92],"sources.":[94],"To":[95],"improve":[96],"this,":[97],"we":[98],"need":[99,124],"larger,":[100],"more":[101,106],"diverse":[102],"datasets":[103],"training":[105,132],"versatile":[107],"tools.":[109],"We":[110],"propose":[111],"method":[113],"convert":[115],"text":[117],"into":[118],"secure":[120],"format":[121],"without":[122],"pseudonymization,":[126],"making":[127],"easier":[129],"share":[131],"securely.":[134]},"counts_by_year":[],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2024-08-08T00:00:00"}
