{"id":"https://openalex.org/W4413179306","doi":"https://doi.org/10.1109/gcwkshp64532.2024.11100695","title":"6G Sustainable Privacy Preserving Framework Enabling Federated Learning for Health Data","display_name":"6G Sustainable Privacy Preserving Framework Enabling Federated Learning for Health Data","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4413179306","doi":"https://doi.org/10.1109/gcwkshp64532.2024.11100695"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshp64532.2024.11100695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshp64532.2024.11100695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Globecom Workshops (GC Wkshps)","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/A5011893415","display_name":"\u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2 \u039a\u03bf\u03c5\u03c4\u03c3\u03cc\u03c0\u03bf\u03c5\u03bb\u03bf\u03c2","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Konstantinos Koutsopoulos","raw_affiliation_strings":["Qualtek Hellas,Athens,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qualtek Hellas,Athens,Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092208105","display_name":"Pooja Mohnani","orcid":null},"institutions":[{"id":"https://openalex.org/I57979912","display_name":"European Institute For Research and Strategic Studies In Telecommunications","ror":"https://ror.org/02hm3sf87","country_code":"DE","type":"company","lineage":["https://openalex.org/I57979912"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Pooja Mohnani","raw_affiliation_strings":["Eurescom GmbH,Heidelberg,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eurescom GmbH,Heidelberg,Germany","institution_ids":["https://openalex.org/I57979912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078207084","display_name":"Anastasius Gavras","orcid":"https://orcid.org/0000-0003-4496-8358"},"institutions":[{"id":"https://openalex.org/I57979912","display_name":"European Institute For Research and Strategic Studies In Telecommunications","ror":"https://ror.org/02hm3sf87","country_code":"DE","type":"company","lineage":["https://openalex.org/I57979912"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anastasius Gavras","raw_affiliation_strings":["Eurescom GmbH,Heidelberg,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eurescom GmbH,Heidelberg,Germany","institution_ids":["https://openalex.org/I57979912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080625325","display_name":"Orazio Toscano","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126170","display_name":"Ericsson (Italy)","ror":"https://ror.org/027n3xb46","country_code":"IT","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210126170"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Orazio Toscano","raw_affiliation_strings":["Ericsson Telecomunicazioni,Genova,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Telecomunicazioni,Genova,Italy","institution_ids":["https://openalex.org/I4210126170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039422509","display_name":"Benjamin Ertl","orcid":"https://orcid.org/0000-0002-9232-6811"},"institutions":[{"id":"https://openalex.org/I4210161381","display_name":"Agentscape (Germany)","ror":"https://ror.org/05qzdw571","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210161381"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Ertl","raw_affiliation_strings":["AGENTSCAPE AG,Berlin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AGENTSCAPE AG,Berlin,Germany","institution_ids":["https://openalex.org/I4210161381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018253924","display_name":"Giannis Ledakis","orcid":"https://orcid.org/0000-0001-9804-7912"},"institutions":[{"id":"https://openalex.org/I4210162980","display_name":"Ubitech (Greece)","ror":"https://ror.org/05dvp4993","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210162980"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Giannis Ledakis","raw_affiliation_strings":["UBITECH,Athens,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UBITECH,Athens,Greece","institution_ids":["https://openalex.org/I4210162980"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"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":0.26673111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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":0.9674000144004822,"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":0.9674000144004822,"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/computer-science","display_name":"Computer science","score":0.7243334054946899},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5945567488670349},{"id":"https://openalex.org/keywords/health-data","display_name":"Health data","score":0.4875637888908386},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4095957279205322},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33995088934898376},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.17532271146774292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7243334054946899},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5945567488670349},{"id":"https://openalex.org/C3017977704","wikidata":"https://www.wikidata.org/wiki/Q18745135","display_name":"Health data","level":3,"score":0.4875637888908386},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4095957279205322},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33995088934898376},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.17532271146774292},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshp64532.2024.11100695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshp64532.2024.11100695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W6806998643"],"related_works":["https://openalex.org/W2584827882","https://openalex.org/W3195097297","https://openalex.org/W4225340788","https://openalex.org/W3038106605","https://openalex.org/W2513267613","https://openalex.org/W3049084372","https://openalex.org/W2528109871","https://openalex.org/W2940702331","https://openalex.org/W2905822832","https://openalex.org/W2240244939"],"abstract_inverted_index":{"In":[0],"this":[1,141],"paper,":[2],"we":[3],"present":[4],"the":[5,16,38,56,66,95,125,147],"framework":[6],"evolution":[7],"covering":[8],"key":[9],"concepts,":[10],"principles":[11],"and":[12,60,68,73,109,137],"architectural":[13],"approach":[14,34,89],"of":[15,40,43,58,70,97,122],"EU":[17],"funded":[18],"Project":[19],"PAROMA-MED.":[20],"The":[21,88],"project":[22],"aims":[23],"to":[24,91,144],"provide":[25,130],"privacy":[26,59],"preserving":[27],"techniques":[28],"based":[29,113],"on":[30,37,114,146,152],"a":[31,52,79],"hybrid":[32],"edge/cloud":[33],"that":[35,63,81,127],"focuses":[36],"establishment":[39,116],"high":[41],"degree":[42],"trust":[44,115],"between":[45,94],"federation":[46],"entities.":[47],"This":[48],"in":[49,55,78],"turn":[50],"introduces":[51],"new":[53,135],"paradigm":[54],"context":[57,80],"data":[61,71,74,98,110],"protection":[62,111],"can":[64],"streamline":[65],"roles":[67],"operations":[69],"subject":[72],"controllers/processors":[75],"by":[76,105],"artifacts":[77],"has":[82],"been":[83],"aspired":[84],"as":[85,101,119,150],"functional":[86],"GDPR.":[87],"attempts":[90],"create":[92],"fusion":[93],"flexibility":[96],"driven":[99],"ecosystems":[100],"they":[102],"are":[103],"formulated":[104],"modern":[106],"Data":[107],"Spaces":[108],"practices":[112,117],"such":[118],"Hardware":[120],"Root":[121],"Trust.":[123],"Considering":[124],"fact":[126],"6G":[128],"prospects":[129],"ample":[131],"room":[132],"for":[133],"radically":[134],"approaches":[136],"enabling":[138],"network":[139],"architectures,":[140],"paper":[142],"continues":[143],"elaborate":[145],"project's":[148],"vision":[149],"projected":[151],"future":[153],"networks":[154],"capabilities.":[155]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}