{"id":"https://openalex.org/W3089762005","doi":"https://doi.org/10.1109/ijcnn48605.2020.9206801","title":"Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence","display_name":"Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3089762005","doi":"https://doi.org/10.1109/ijcnn48605.2020.9206801","mag":"3089762005"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9206801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9206801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","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/A5101546784","display_name":"Fabio Martinelli","orcid":"https://orcid.org/0000-0002-6721-9395"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Fabio Martinelli","raw_affiliation_strings":["National Research Council of Italy (CNR), Institute for Informatics and Telematics, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR), Institute for Informatics and Telematics, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039208822","display_name":"Fiammetta Marulli","orcid":"https://orcid.org/0000-0001-5226-2326"},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fiammetta Marulli","raw_affiliation_strings":["Department of Maths and Physics, University of Campania \"L. Vanvitelli\", Caserta, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Maths and Physics, University of Campania \"L. Vanvitelli\", Caserta, Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023695406","display_name":"Francesco Mercaldo","orcid":"https://orcid.org/0000-0002-9425-1657"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Mercaldo","raw_affiliation_strings":["Department of Medicine and Health Sciences \"Vincenzo Tiberio\", University of Molise, Campobasso, Italy","National Research Council of Italy (CNR), Institute for Informatics and Telematics, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Medicine and Health Sciences \"Vincenzo Tiberio\", University of Molise, Campobasso, Italy","institution_ids":["https://openalex.org/I129627893"]},{"raw_affiliation_string":"National Research Council of Italy (CNR), Institute for Informatics and Telematics, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056137267","display_name":"S. Marrone","orcid":"https://orcid.org/0000-0003-1927-6173"},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Marrone","raw_affiliation_strings":["Department of Maths and Physics, University of Campania \"L. Vanvitelli\", Caserta, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Maths and Physics, University of Campania \"L. Vanvitelli\", Caserta, Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004599844","display_name":"Antonella Santone","orcid":"https://orcid.org/0000-0002-2634-4456"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonella Santone","raw_affiliation_strings":["Department of Biosciences and Territory, University of Molise, Pesche, IS, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Biosciences and Territory, University of Molise, Pesche, IS, Italy","institution_ids":["https://openalex.org/I129627893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101546784"],"corresponding_institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"],"apc_list":null,"apc_paid":null,"fwci":2.0551,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.89605025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.987500011920929,"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/T12034","display_name":"Digital and Cyber Forensics","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8490990996360779},{"id":"https://openalex.org/keywords/obfuscation","display_name":"Obfuscation","score":0.7518417835235596},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5605829954147339},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5179299712181091},{"id":"https://openalex.org/keywords/human-intelligence","display_name":"Human intelligence","score":0.49706700444221497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4817783534526825},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.456584632396698},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4466990828514099},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.44396623969078064},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4229535758495331},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39270272850990295},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3792533278465271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8490990996360779},{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.7518417835235596},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5605829954147339},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5179299712181091},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.49706700444221497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4817783534526825},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.456584632396698},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4466990828514099},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.44396623969078064},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4229535758495331},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39270272850990295},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3792533278465271},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9206801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9206801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W2057637324","https://openalex.org/W2119047901","https://openalex.org/W2123442489","https://openalex.org/W2159024459","https://openalex.org/W2165698076","https://openalex.org/W2493916176","https://openalex.org/W2507383779","https://openalex.org/W2522389647","https://openalex.org/W2526085503","https://openalex.org/W2606882085","https://openalex.org/W2744999500","https://openalex.org/W2784070037","https://openalex.org/W2899555336","https://openalex.org/W2934302500","https://openalex.org/W2950577311","https://openalex.org/W2953082288","https://openalex.org/W2953360527","https://openalex.org/W2963626623","https://openalex.org/W2967713415","https://openalex.org/W2975029110","https://openalex.org/W4301594053","https://openalex.org/W6636510571","https://openalex.org/W6719819555","https://openalex.org/W6727162580"],"related_works":["https://openalex.org/W4224216661","https://openalex.org/W3210347767","https://openalex.org/W2066014542","https://openalex.org/W67940504","https://openalex.org/W2024170198","https://openalex.org/W2152144666","https://openalex.org/W1819617256","https://openalex.org/W4308699695","https://openalex.org/W2596984206","https://openalex.org/W1507511632"],"abstract_inverted_index":{"Artificial":[0,107],"Intelligence":[1],"systems":[2,138],"have":[3],"enabled":[4],"significant":[5],"benefits":[6],"for":[7,15,84,149,166,193],"users":[8],"and":[9,25,118,135,151,203,216,235,244],"society,":[10],"but":[11],"whilst":[12],"the":[13,34,57,67,90,99,112,115,214,224],"data":[14,75,164],"their":[16],"feeding":[17],"are":[18,96,201],"always":[19],"increasing,":[20],"a":[21,130,147,180],"side":[22],"to":[23,33,36,40,44,69,89,105,188,247],"privacy":[24,37,46,70,175],"security":[26],"leaks":[27],"is":[28,86],"offered.":[29],"The":[30,78],"severe":[31],"vulnerabilities":[32],"right":[35,68],"obliged":[38],"governments":[39],"enact":[41],"specific":[42],"regulations":[43],"ensure":[45],"preservation":[47],"in":[48,129,174,230],"any":[49],"kind":[50],"of":[51,59,80,92,103,114,182,232],"transaction":[52],"involving":[53],"sensitive":[54,65,82,199],"information.":[55],"In":[56,142],"case":[58],"digital":[60],"and/or":[61],"physical":[62],"documents":[63,104,191,212],"comprising":[64],"information,":[66],"can":[71],"be":[72,127,140],"preserved":[73],"by":[74,98],"obfuscation":[76,85],"procedures.":[77],"capability":[79],"recognizing":[81],"information":[83,200],"typically":[87],"entrusted":[88],"experience":[91],"human":[93,116,172],"experts,":[94],"who":[95],"over-whelmed":[97],"ever":[100],"increasing":[101],"amount":[102],"process.":[106],"intelligence":[108,169],"could":[109],"proficiently":[110],"mitigate":[111],"effort":[113],"officers":[117],"speed":[119],"up":[120],"processes.":[121],"Anyway,":[122],"until":[123],"enough":[124],"knowledge":[125,154,163],"won't":[126],"available":[128],"machine":[131],"readable":[132],"format,":[133],"automatic":[134],"effectively":[136],"working":[137],"can't":[139],"developed.":[141],"this":[143],"work":[144],"we":[145,227],"propose":[146],"methodology":[148],"transferring":[150],"leveraging":[152],"general":[153],"across":[155,238],"specific-domain":[156,162],"tasks.":[157,177],"We":[158,178,205],"built,":[159],"from":[160,213],"scratch,":[161],"sets,":[165],"training":[167],"artificial":[168],"models":[170],"supporting":[171],"experts":[173,220],"preserving":[176],"exploited":[179],"mixture":[181],"natural":[183],"language":[184],"processing":[185],"techniques":[186],"applied":[187],"unlabeled":[189],"domain-specific":[190],"corpora":[192],"automatically":[194],"obtain":[195],"labeled":[196],"documents,":[197],"where":[198],"recognized":[202],"tagged.":[204],"performed":[206],"preliminary":[207],"tests":[208],"just":[209],"over":[210],"10.000":[211],"healthcare":[215],"justice":[217],"domains.":[218],"Human":[219],"supported":[221],"us":[222,246],"during":[223],"validation.":[225],"Results":[226],"obtained,":[228],"estimated":[229],"terms":[231],"precision,":[233],"recall":[234],"F1-score":[236],"metrics":[237],"these":[239],"two":[240],"domains,":[241],"were":[242],"promising":[243],"encouraged":[245],"further":[248],"investigations.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}
