{"id":"https://openalex.org/W4286507551","doi":"https://doi.org/10.1109/6gnet54646.2022.9830408","title":"Framework for Trustworthy AI/ML in B5G/6G","display_name":"Framework for Trustworthy AI/ML in B5G/6G","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4286507551","doi":"https://doi.org/10.1109/6gnet54646.2022.9830408"},"language":"en","primary_location":{"id":"doi:10.1109/6gnet54646.2022.9830408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/6gnet54646.2022.9830408","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 1st International Conference on 6G Networking (6GNet)","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/A5016540712","display_name":"Sokratis Barmpounakis","orcid":"https://orcid.org/0000-0002-5326-2237"},"institutions":[{"id":"https://openalex.org/I4210112089","display_name":"WINGS ICT Solutions (Greece)","ror":"https://ror.org/023kmsj44","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210112089"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sokratis Barmpounakis","raw_affiliation_strings":["WINGS ICT Solutions,Athens,Greece","WINGS ICT Solutions, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WINGS ICT Solutions,Athens,Greece","institution_ids":["https://openalex.org/I4210112089"]},{"raw_affiliation_string":"WINGS ICT Solutions, Athens, Greece","institution_ids":["https://openalex.org/I4210112089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068904226","display_name":"Panagiotis Demestichas","orcid":"https://orcid.org/0000-0003-3949-5189"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]},{"id":"https://openalex.org/I4210112089","display_name":"WINGS ICT Solutions (Greece)","ror":"https://ror.org/023kmsj44","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210112089"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis Demestichas","raw_affiliation_strings":["WINGS ICT Solutions,Athens,Greece","University of Piraeus, Piraeus, Greece","WINGS ICT Solutions, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WINGS ICT Solutions,Athens,Greece","institution_ids":["https://openalex.org/I4210112089"]},{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"WINGS ICT Solutions, Athens, Greece","institution_ids":["https://openalex.org/I4210112089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9911999702453613,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.8596814274787903},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7305546402931213},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5237683653831482},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5043445825576782},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.42872852087020874},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3978520631790161},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11159127950668335}],"concepts":[{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.8596814274787903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7305546402931213},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5237683653831482},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5043445825576782},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.42872852087020874},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3978520631790161},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11159127950668335},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/6gnet54646.2022.9830408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/6gnet54646.2022.9830408","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 1st International Conference on 6G Networking (6GNet)","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":30,"referenced_works":["https://openalex.org/W2125908420","https://openalex.org/W2530395818","https://openalex.org/W2577946330","https://openalex.org/W2898035736","https://openalex.org/W2903872466","https://openalex.org/W2912592113","https://openalex.org/W2942091739","https://openalex.org/W2946193510","https://openalex.org/W2947934595","https://openalex.org/W2962790223","https://openalex.org/W2962804345","https://openalex.org/W2963116854","https://openalex.org/W2971418534","https://openalex.org/W2977090839","https://openalex.org/W2979359324","https://openalex.org/W3006411043","https://openalex.org/W3015636663","https://openalex.org/W3043758338","https://openalex.org/W3045086480","https://openalex.org/W3090694330","https://openalex.org/W3194730353","https://openalex.org/W3206591284","https://openalex.org/W4288023537","https://openalex.org/W4288357622","https://openalex.org/W4300772463","https://openalex.org/W6728551298","https://openalex.org/W6758757267","https://openalex.org/W6762503580","https://openalex.org/W6770308229","https://openalex.org/W6774439574"],"related_works":["https://openalex.org/W90316445","https://openalex.org/W4327743613","https://openalex.org/W3199750033","https://openalex.org/W2374509987","https://openalex.org/W3163373470","https://openalex.org/W4235520445","https://openalex.org/W3005856188","https://openalex.org/W4245118307","https://openalex.org/W1898221464","https://openalex.org/W2072815304"],"abstract_inverted_index":{"The":[0],"world":[1],"already":[2],"moves":[3],"towards":[4,54],"the":[5,15,24,49,59,76,79,105],"6G":[6],"era.":[7],"AI/ML":[8],"mechanisms":[9,31],"will":[10],"become":[11,38],"structural":[12],"components":[13],"of":[14,78],"system":[16],"and":[17,29,64,87,104],"operate":[18],"in":[19,35,48],"a":[20,62,67],"native":[21],"manner.":[22],"As":[23],"systems":[25],"get":[26],"more":[27],"complex":[28],"intelligent,":[30],"for":[32,61,74,82,88],"ensuring":[33],"trust":[34],"those":[36],"operations":[37],"critical.":[39],"In":[40],"this":[41],"paper":[42],"we":[43],"take":[44],"some":[45],"first":[46],"steps":[47,108],"discussion":[50,57],"on":[51],"trustworthy":[52],"AI":[53,80],"6G.":[55],"Our":[56],"justifies":[58],"need":[60],"framework":[63],"highlights":[65],"that":[66],"comprehensive":[68],"approach":[69],"needs":[70],"to":[71],"be":[72],"taken,":[73],"protecting":[75],"input":[77],"mechanisms,":[81],"achieving":[83],"an":[84],"explainable":[85],"operation,":[86],"guaranteeing":[89],"proper":[90],"outputs.":[91],"Architectural":[92],"design":[93],"principles,":[94],"as":[95,97],"well":[96],"resource":[98],"allocation":[99],"aspects":[100],"are":[101,109],"touched":[102],"upon,":[103],"important":[106],"future":[107],"designated.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}