{"id":"https://openalex.org/W7214734700","doi":"https://doi.org/10.1109/icedeg70169.2026.11695466","title":"Towards Real-Time Anonymization of Unstructured Data with Deep Learning: A Privacy-Preserving Framework Prototype","display_name":"Towards Real-Time Anonymization of Unstructured Data with Deep Learning: A Privacy-Preserving Framework Prototype","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7214734700","doi":"https://doi.org/10.1109/icedeg70169.2026.11695466"},"language":"en","primary_location":{"id":"doi:10.1109/icedeg70169.2026.11695466","doi":"https://doi.org/10.1109/icedeg70169.2026.11695466","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icedeg70169.2026.11695466","pdf_url":null,"source":{"id":"https://openalex.org/S4306419365","display_name":"International Conference on eDemocracy & eGovernment","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Twelfth International Conference on eDemocracy & eGovernment (ICEDEG)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/icedeg70169.2026.11695466","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085214200","display_name":"Jorge Mi\u00f1o","orcid":"https://orcid.org/0009-0002-2191-9588","observed_orcids":["https://orcid.org/0009-0002-2191-9588"]},"institutions":[{"id":"https://openalex.org/I70764802","display_name":"National Polytechnic School","ror":"https://ror.org/01gb99w41","country_code":"EC","type":"education","lineage":["https://openalex.org/I70764802"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Jorge Mi\u00f1o-Ayala","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n, Escuela Polit\u00e9cnica Nacional"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n, Escuela Polit\u00e9cnica Nacional","institution_ids":["https://openalex.org/I70764802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077946384","display_name":"Denys A. Flores","orcid":"https://orcid.org/0000-0002-5068-1559","observed_orcids":["https://orcid.org/0000-0002-5068-1559"]},"institutions":[{"id":"https://openalex.org/I70764802","display_name":"National Polytechnic School","ror":"https://ror.org/01gb99w41","country_code":"EC","type":"education","lineage":["https://openalex.org/I70764802"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Denys A. Flores","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n, Escuela Polit\u00e9cnica Nacional"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n, Escuela Polit\u00e9cnica Nacional","institution_ids":["https://openalex.org/I70764802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053021979","display_name":"Gabriela Suntaxi","orcid":"https://orcid.org/0000-0002-0298-5144","observed_orcids":["https://orcid.org/0000-0002-0298-5144"]},"institutions":[{"id":"https://openalex.org/I70764802","display_name":"National Polytechnic School","ror":"https://ror.org/01gb99w41","country_code":"EC","type":"education","lineage":["https://openalex.org/I70764802"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Gabriela Suntaxi","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n, Escuela Polit\u00e9cnica Nacional"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n, Escuela Polit\u00e9cnica Nacional","institution_ids":["https://openalex.org/I70764802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5131054956","display_name":"Pablo del Hierro","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I70764802","display_name":"National Polytechnic School","ror":"https://ror.org/01gb99w41","country_code":"EC","type":"education","lineage":["https://openalex.org/I70764802"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Pablo del Hierro","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n, Escuela Polit\u00e9cnica Nacional"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Ciencias de la Computaci\u00f3n, Escuela Polit\u00e9cnica Nacional","institution_ids":["https://openalex.org/I70764802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I70764802"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64981246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9678000211715698,"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":0.9678000211715698,"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/T10927","display_name":"Access Control and Trust","score":0.015799999237060547,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.004000000189989805,"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/data-anonymization","display_name":"data anonymization","score":0.8420000076293945},{"id":"https://openalex.org/keywords/real-time-data-processing","display_name":"real-time data processing","score":0.640999972820282},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"unstructured data","score":0.8889999985694885},{"id":"https://openalex.org/keywords/privacy-by-design","display_name":"privacy by design","score":0.8289999961853027},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"named entity recognition","score":0.9549999833106995},{"id":"https://openalex.org/keywords/attribute-based-access-control","display_name":"attribute-based access control","score":0.8080000281333923},{"id":"https://openalex.org/keywords/ciphertext-policy-attribute-based-encryption","display_name":"ciphertext-policy attribute-based encryption","score":0.984000027179718},{"id":"https://openalex.org/keywords/regulatory-compliance","display_name":"regulatory compliance","score":0.6620000004768372},{"id":"https://openalex.org/keywords/microservices","display_name":"microservices","score":0.8100000023841858},{"id":"https://openalex.org/keywords/low-latency-inference","display_name":"low-latency inference","score":0.8999999761581421},{"id":"https://openalex.org/keywords/privacy-preserving-data-processing","display_name":"privacy-preserving data processing","score":0.6129999756813049}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6865000128746033},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.6158999800682068},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38839998841285706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3077999949455261},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.24809999763965607},{"id":"https://openalex.org/C134620963","wikidata":"https://www.wikidata.org/wiki/Q17078677","display_name":"Unstructured grid","level":3,"score":0.24320000410079956},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.24169999361038208}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icedeg70169.2026.11695466","doi":"https://doi.org/10.1109/icedeg70169.2026.11695466","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icedeg70169.2026.11695466","pdf_url":null,"source":{"id":"https://openalex.org/S4306419365","display_name":"International Conference on eDemocracy & eGovernment","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Twelfth International Conference on eDemocracy & eGovernment (ICEDEG)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/icedeg70169.2026.11695466","doi":"https://doi.org/10.1109/icedeg70169.2026.11695466","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icedeg70169.2026.11695466","pdf_url":null,"source":{"id":"https://openalex.org/S4306419365","display_name":"International Conference on eDemocracy & eGovernment","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Twelfth International Conference on eDemocracy & eGovernment (ICEDEG)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2749040653","https://openalex.org/W3017330637","https://openalex.org/W3151685851","https://openalex.org/W3156542425","https://openalex.org/W3160540087","https://openalex.org/W4307216789","https://openalex.org/W4316371687","https://openalex.org/W4321496408","https://openalex.org/W4364302695","https://openalex.org/W4389377916","https://openalex.org/W4392926400","https://openalex.org/W4404725171","https://openalex.org/W4411540888","https://openalex.org/W4412537501","https://openalex.org/W4412722333","https://openalex.org/W4413212838","https://openalex.org/W4415872256","https://openalex.org/W7083582704"],"related_works":["https://openalex.org/W7159797134","https://openalex.org/W7061094355","https://openalex.org/W7166891581","https://openalex.org/W7014607804","https://openalex.org/W2524517142","https://openalex.org/W6963712274","https://openalex.org/W7169854424","https://openalex.org/W6960090559","https://openalex.org/W11048010","https://openalex.org/W7202376163"],"abstract_inverted_index":{"The":[0,66,162],"widespread":[1],"deployment":[2],"of":[3,47,76,169,191,213],"data":[4,193],"systems":[5],"across":[6,205],"cloud-based":[7],"and":[8,34,58,136,159,176,183,216],"distributed":[9],"digital":[10,196],"environments":[11],"has":[12],"exposed":[13],"fundamental":[14],"limitations":[15],"in":[16,166,194],"existing":[17,129],"anonymization":[18,46],"solutions,":[19],"which":[20,79],"are":[21,80,97],"typically":[22],"implemented":[23],"as":[24,138],"isolated":[25],"preprocessing":[26],"mechanisms":[27],"lacking":[28],"semantic":[29,157],"reasoning,":[30,175],"formal":[31],"policy":[32,174],"enforcement,":[33,178],"cryptographic":[35,177],"guarantees.":[36],"This":[37],"paper":[38],"proposes":[39],"a":[40,62,145,181],"Privacyby-Design":[41],"framework":[42,67],"for":[43,72,152,186],"the":[44,73,86,141,167,187],"real-time":[45,189],"unstructured":[48,192],"data,":[49,118],"integrating":[50],"deep":[51,69],"learning,":[52],"ontology-based":[53],"compliance":[54],"modelling,":[55],"fine-grained":[56],"authorization,":[57],"attributebased":[59],"encryption":[60,137],"within":[61],"unified":[63],"architectural":[64],"approach.":[65],"employs":[68],"learning":[70],"techniques":[71],"contextual":[74],"detection":[75],"sensitive":[77],"entities,":[78],"semantically":[81],"enriched":[82],"through":[83],"alignment":[84],"with":[85,201],"Data":[87],"Privacy":[88,95],"Vocabulary":[89],"(DPV),":[90],"enabling":[91],"machine-interpretable":[92],"regulatory":[93,160],"reasoning.":[94],"decisions":[96],"dynamically":[98],"enforced":[99],"via":[100],"an":[101],"Attribute-Based":[102,109],"Access":[103],"Control":[104],"(ABAC)":[105],"layer,":[106],"while":[107,155],"Ciphertext-Policy":[108],"Encryption":[110],"(CP-ABE)":[111],"binds":[112],"access":[113,134],"policies":[114],"directly":[115],"to":[116,128],"encrypted":[117],"ensuring":[119],"end-to-end":[120],"confidentiality":[121],"beyond":[122],"conventional":[123],"redaction":[124],"techniques.":[125],"In":[126],"contrast":[127],"approaches":[130],"that":[131],"treat":[132],"anonymization,":[133],"governance,":[135],"disjoint":[139],"processes,":[140],"proposed":[142],"solution":[143],"adopts":[144],"formally":[146],"structured,":[147],"modular":[148],"microservice":[149],"architecture":[150],"designed":[151],"low-latency":[153],"inference,":[154],"preserving":[156],"integrity":[158],"compliance.":[161],"main":[163],"contribution":[164],"lies":[165],"integration":[168],"AIdriven":[170],"entity":[171],"recognition,":[172],"ontology-grounded":[173],"thereby":[179],"establishing":[180],"scalable":[182],"interoperable":[184],"foundation":[185],"secure,":[188],"processing":[190],"regulated":[195],"domains.":[197],"A":[198],"preliminary":[199],"benchmark":[200],"11,142":[202],"prototype":[203],"executions":[204],"six":[206],"NER/ML":[207],"models":[208],"provides":[209],"initial":[210],"empirical":[211],"evidence":[212],"feasibility,":[214],"traceability,":[215],"runtime":[217],"behavior.":[218]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-09-30T00:00:00"}