{"id":"https://openalex.org/W4404030892","doi":"https://doi.org/10.1109/icccnt61001.2024.10724005","title":"Machine Learning-Enabled Techniques for Anomaly Detection in 5G Networks","display_name":"Machine Learning-Enabled Techniques for Anomaly Detection in 5G Networks","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030892","doi":"https://doi.org/10.1109/icccnt61001.2024.10724005"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724005","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724005","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 Computing Communication and Networking Technologies (ICCCNT)","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/A5033221887","display_name":"P. Dass","orcid":null},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Priyanka Dass","raw_affiliation_strings":["National Institute of Technology,Deptartment of Information Technology,Raipur,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Deptartment of Information Technology,Raipur,India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034280114","display_name":"Anjali Rajak","orcid":"https://orcid.org/0000-0002-6107-9344"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anjali Rajak","raw_affiliation_strings":["National Institute of Technology,Deptartment of Information Technology,Raipur,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Deptartment of Information Technology,Raipur,India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049281009","display_name":"Rakesh Tripathi","orcid":"https://orcid.org/0000-0002-6032-1514"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh Tripathi","raw_affiliation_strings":["National Institute of Technology,Deptartment of Information Technology,Raipur,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Deptartment of Information Technology,Raipur,India","institution_ids":["https://openalex.org/I38335241"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033221887"],"corresponding_institution_ids":["https://openalex.org/I38335241"],"apc_list":null,"apc_paid":null,"fwci":0.3653,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63363997,"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":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9103999733924866,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9103999733924866,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7749265432357788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6857597827911377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4676629602909088},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.42875349521636963},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39129987359046936}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7749265432357788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6857597827911377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4676629602909088},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.42875349521636963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39129987359046936},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724005","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724005","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 Computing Communication and Networking Technologies (ICCCNT)","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":26,"referenced_works":["https://openalex.org/W1978431591","https://openalex.org/W2060422862","https://openalex.org/W2072462334","https://openalex.org/W2295598076","https://openalex.org/W2394844483","https://openalex.org/W2610135452","https://openalex.org/W2796104866","https://openalex.org/W2901089753","https://openalex.org/W2912371381","https://openalex.org/W2916444481","https://openalex.org/W2922164811","https://openalex.org/W2955014922","https://openalex.org/W3006210340","https://openalex.org/W3122696093","https://openalex.org/W3135066282","https://openalex.org/W3213721154","https://openalex.org/W3214014044","https://openalex.org/W4224254921","https://openalex.org/W4285055378","https://openalex.org/W4288720746","https://openalex.org/W4315629579","https://openalex.org/W4385491346","https://openalex.org/W4389042068","https://openalex.org/W6607259140","https://openalex.org/W6790371252","https://openalex.org/W6838761101"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2806741695","https://openalex.org/W4306674287","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116"],"abstract_inverted_index":{"With":[0],"the":[1,23,34,71,109,124,138],"rapid":[2],"evolution":[3],"of":[4,36,112,120,126,140],"5G":[5,15,49],"networks,":[6],"ensuring":[7],"robust":[8],"cyber":[9],"security":[10,110],"measures":[11],"has":[12,17],"become":[13,18],"imperative.":[14],"Network":[16],"a":[19,42,53],"pivotal":[20],"technology":[21],"within":[22],"new":[24],"generation":[25,146],"ecosystem,":[26],"facilitating":[27],"streamlined":[28],"resource":[29],"distribution,":[30],"personalized":[31],"services,":[32],"and":[33,86,105,132],"provision":[35],"diverse":[37],"applications.":[38],"This":[39],"paper":[40],"introduces":[41],"comprehensive":[43],"Model":[44],"for":[45,58,75],"detecting":[46],"attacks":[47,88],"in":[48,129,144],"network":[50,61,115,134],"environment.":[51],"Leveraging":[52],"dataset":[54],"5G-SliciNdd":[55],"specific":[56],"curated":[57],"5":[59,113],"G":[60,114],"attacks,":[62,135],"we":[63],"employ":[64],"hybrid":[65],"feature":[66],"selection":[67],"approach":[68,128],"to":[69,84,137],"determine":[70],"most":[72],"relevant":[73],"features":[74],"anomaly":[76],"detection.":[77],"Several":[78],"machine":[79],"learning":[80],"models":[81],"are":[82],"applied":[83],"detect":[85],"classify":[87],"accurately.":[89],"Our":[90],"methodology":[91],"focuses":[92],"on":[93],"enhancing":[94],"key":[95],"performance":[96],"metrics":[97],"including":[98],"false":[99],"detection":[100,143],"rate,":[101],"accuracy,":[102],"F1-score,":[103],"recall,":[104],"precision":[106],"thereby":[107],"fortifying":[108],"posture":[111],"against":[116],"evolving":[117],"threats.":[118],"Results":[119],"this":[121],"experiment":[122],"illustrate":[123],"effectiveness":[125],"our":[127],"accurately":[130],"identifying":[131],"mitigating":[133],"contributing":[136],"advancement":[139],"malicious":[141],"traffic":[142],"next":[145],"communication":[147],"network.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
