{"id":"https://openalex.org/W4406355084","doi":"https://doi.org/10.1109/ictc62082.2024.10826894","title":"Roadmap for Integrating Open RAN and AI for Intrusion Detection Systems in 6G Networks","display_name":"Roadmap for Integrating Open RAN and AI for Intrusion Detection Systems in 6G Networks","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406355084","doi":"https://doi.org/10.1109/ictc62082.2024.10826894"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10826894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5018695820","display_name":"Love Allen Chijioke Ahakonye","orcid":"https://orcid.org/0000-0003-2840-1693"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Love Allen Chijioke Ahakonye","raw_affiliation_strings":["ICT Convergence Research Center, Kumoh National Institute of Technology,Gumi,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICT Convergence Research Center, Kumoh National Institute of Technology,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078533150","display_name":"Cosmas Ifeanyi Nwakanma","orcid":"https://orcid.org/0000-0003-3614-2687"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cosmas Ifeanyi Nwakanma","raw_affiliation_strings":["ICT Convergence Research Center, Kumoh National Institute of Technology,Gumi,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICT Convergence Research Center, Kumoh National Institute of Technology,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102829948","display_name":"Dong\u2010Seong Kim","orcid":"https://orcid.org/0000-0002-2977-5964"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong-Seong Kim","raw_affiliation_strings":["Kumoh National Institute of Technology,IT Convergence Engineering,Gumi,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,IT Convergence Engineering,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I113409471"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47028154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1586","last_page":"1591"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11932","display_name":"Wireless Body Area Networks","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9700000286102295,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9660000205039978,"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/ran","display_name":"Ran","score":0.8194148540496826},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6436506509780884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6323954463005066},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3514906167984009},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22428253293037415}],"concepts":[{"id":"https://openalex.org/C160704184","wikidata":"https://www.wikidata.org/wiki/Q18031028","display_name":"Ran","level":2,"score":0.8194148540496826},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6436506509780884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6323954463005066},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3514906167984009},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22428253293037415}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10826894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2363020837","display_name":null,"funder_award_id":"IITP-2024-2020-0-01612","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G4864466533","display_name":null,"funder_award_id":"2018R1A6A1A03024003","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2895059999","https://openalex.org/W3166861417","https://openalex.org/W4200498924","https://openalex.org/W4301184458","https://openalex.org/W4307723349","https://openalex.org/W4317796310","https://openalex.org/W4319997251","https://openalex.org/W4386053220","https://openalex.org/W4386485060","https://openalex.org/W4389076366","https://openalex.org/W4395069637","https://openalex.org/W4400489834","https://openalex.org/W4400770661","https://openalex.org/W4400877429","https://openalex.org/W4405538076","https://openalex.org/W6791121195","https://openalex.org/W6842063530"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1766728438","https://openalex.org/W1668090144","https://openalex.org/W2504993638","https://openalex.org/W2083168956","https://openalex.org/W2980853820","https://openalex.org/W404373762","https://openalex.org/W2186004379"],"abstract_inverted_index":{"This":[0,50,95],"work":[1],"presents":[2],"a":[3,100,133],"roadmap":[4,159],"for":[5,104,135],"integrating":[6],"Open":[7,85,90],"Radio":[8],"Access":[9],"Networks":[10],"(O-RAN)":[11],"and":[12,22,34,47,89,112,138,152,168],"Artificial":[13],"Intelligence":[14],"(AI)":[15],"into":[16],"6G":[17,142,176],"networks,":[18,143],"focusing":[19],"on":[20],"intrusion":[21,56],"fault":[23],"detection.":[24],"O-RAN":[25,62],"introduces":[26],"flexibility":[27],"in":[28,165,174],"network":[29],"design":[30],"by":[31,99,114,148],"enabling":[32],"disaggregated":[33],"vendor-neutral":[35],"components,":[36],"but":[37],"it":[38],"also":[39],"poses":[40],"security":[41],"challenges":[42,146],"due":[43],"to":[44,64,162],"open":[45],"interfaces":[46],"multi-vendor":[48],"integration.":[49],"study":[51],"proposes":[52],"strategically":[53],"deploying":[54],"an":[55],"detection":[57],"system":[58],"(IDS)":[59],"within":[60],"the":[61,129,136,145,149,170],"framework":[63,134],"enhance":[65],"security.":[66],"The":[67,126,157],"IDS":[68,105],"structure":[69],"suggests":[70],"specific":[71],"placement":[72],"of":[73,131,141,155,172],"sensors":[74],"at":[75],"critical":[76],"locations":[77],"such":[78,132],"as":[79],"Near-Real-Time":[80],"RAN":[81],"Intelligent":[82],"Controllers":[83],"(RICs),":[84],"Distributed":[86],"Units":[87],"(ODU),":[88],"Fronthaul":[91],"interfaces,":[92],"among":[93],"others.":[94],"deployment":[96],"is":[97,160],"complemented":[98],"federated":[101],"learning":[102],"approach":[103],"model":[106,121],"training,":[107],"which":[108],"ensures":[109],"data":[110,117],"privacy":[111],"resilience":[113],"keeping":[115],"sensitive":[116],"local":[118],"while":[119],"improving":[120],"performance":[122],"through":[123],"aggregated":[124],"updates.":[125],"paper":[127],"emphasizes":[128],"importance":[130],"secure":[137],"efficient":[139],"operation":[140],"addressing":[144],"posed":[147],"increasing":[150],"complexity":[151],"potential":[153],"vulnerabilities":[154],"O-RAN.":[156],"proposed":[158],"intended":[161],"guide":[163],"stakeholders":[164],"mitigating":[166],"risks":[167],"optimizing":[169],"integration":[171],"AI":[173],"future":[175],"networks.":[177]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
