{"id":"https://openalex.org/W4319342016","doi":"https://doi.org/10.1109/tnsm.2023.3242270","title":"Performance Evaluation of a Novel Intrusion Detection System in Next Generation Networks","display_name":"Performance Evaluation of a Novel Intrusion Detection System in Next Generation Networks","publication_year":2023,"publication_date":"2023-02-07","ids":{"openalex":"https://openalex.org/W4319342016","doi":"https://doi.org/10.1109/tnsm.2023.3242270"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2023.3242270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2023.3242270","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Performance_Evaluation_of_a_Novel_Intrusion_Detection_System_in_Next_Generation_Networks/22218901","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017825429","display_name":"Keshav Sood","orcid":"https://orcid.org/0000-0002-2127-1438"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Keshav Sood","raw_affiliation_strings":["School of IT, Deakin University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2127-1438","affiliations":[{"raw_affiliation_string":"School of IT, Deakin University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071502084","display_name":"Dinh Duc Nha Nguyen","orcid":"https://orcid.org/0000-0002-8106-7703"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dinh Duc Nha Nguyen","raw_affiliation_strings":["School of IT, Deakin University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8106-7703","affiliations":[{"raw_affiliation_string":"School of IT, Deakin University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050394662","display_name":"Mohammad Reza Nosouhi","orcid":"https://orcid.org/0000-0001-6959-0975"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohammad Reza Nosouhi","raw_affiliation_strings":["School of IT, Deakin University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6959-0975","affiliations":[{"raw_affiliation_string":"School of IT, Deakin University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409306","display_name":"Neeraj Kumar","orcid":"https://orcid.org/0000-0002-3020-3947"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]},{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]},{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]},{"id":"https://openalex.org/I5847235","display_name":"University of Petroleum and Energy Studies","ror":"https://ror.org/04q2jes40","country_code":"IN","type":"education","lineage":["https://openalex.org/I5847235"]}],"countries":["IN","LB","SA"],"is_corresponding":false,"raw_author_name":"Neeraj Kumar","raw_affiliation_strings":["Thapar University, Patiala, India","Department of Electrical and Computer Engineering, Lebanese American University, Beirut, Lebanon","Faculty of Computing and IT, King Abdulaziz University, Jeddah, Saudi Arabia","Chandigarh University, Mohali, India","School of Computer Science, University of Petroleum and Energy Studies, Dehradun, India"],"raw_orcid":"https://orcid.org/0000-0002-3020-3947","affiliations":[{"raw_affiliation_string":"Thapar University, Patiala, India","institution_ids":["https://openalex.org/I162030827"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Lebanese American University, Beirut, Lebanon","institution_ids":["https://openalex.org/I56306041"]},{"raw_affiliation_string":"Faculty of Computing and IT, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"Chandigarh University, Mohali, India","institution_ids":["https://openalex.org/I101407740"]},{"raw_affiliation_string":"School of Computer Science, University of Petroleum and Energy Studies, Dehradun, India","institution_ids":["https://openalex.org/I5847235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016008862","display_name":"Frank Jiang","orcid":"https://orcid.org/0000-0003-3088-8525"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Frank Jiang","raw_affiliation_strings":["School of IT, Deakin University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3088-8525","affiliations":[{"raw_affiliation_string":"School of IT, Deakin University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102874286","display_name":"Morshed Chowdhury","orcid":"https://orcid.org/0000-0002-4254-2161"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Morshed Chowdhury","raw_affiliation_strings":["School of IT, Deakin University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4254-2161","affiliations":[{"raw_affiliation_string":"School of IT, Deakin University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077501988","display_name":"Robin Doss","orcid":"https://orcid.org/0000-0001-6143-6850"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Robin Doss","raw_affiliation_strings":["School of IT, Deakin University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6143-6850","affiliations":[{"raw_affiliation_string":"School of IT, Deakin University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6532,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90123478,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"20","issue":"3","first_page":"3831","last_page":"3847"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9993000030517578,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8740975856781006},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6140382885932922},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6059190630912781},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.5354225039482117},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.477090448141098},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.43949055671691895},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.42809098958969116},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.23720267415046692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1548636555671692},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13640251755714417}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8740975856781006},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6140382885932922},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6059190630912781},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.5354225039482117},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.477090448141098},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.43949055671691895},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.42809098958969116},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.23720267415046692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1548636555671692},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13640251755714417},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnsm.2023.3242270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2023.3242270","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/22218901","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Performance_Evaluation_of_a_Novel_Intrusion_Detection_System_in_Next_Generation_Networks/22218901","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/22218901","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Performance_Evaluation_of_a_Novel_Intrusion_Detection_System_in_Next_Generation_Networks/22218901","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1489146973","https://openalex.org/W1569819710","https://openalex.org/W1982494235","https://openalex.org/W1992691923","https://openalex.org/W2000618265","https://openalex.org/W2014563571","https://openalex.org/W2014799576","https://openalex.org/W2020743799","https://openalex.org/W2025743285","https://openalex.org/W2049421380","https://openalex.org/W2089497633","https://openalex.org/W2104855677","https://openalex.org/W2107867209","https://openalex.org/W2140644653","https://openalex.org/W2219500813","https://openalex.org/W2331106415","https://openalex.org/W2431890594","https://openalex.org/W2523343773","https://openalex.org/W2575352195","https://openalex.org/W2586459757","https://openalex.org/W2590373591","https://openalex.org/W2615459164","https://openalex.org/W2743138268","https://openalex.org/W2783741806","https://openalex.org/W2791256362","https://openalex.org/W2799716926","https://openalex.org/W2810563447","https://openalex.org/W2890474333","https://openalex.org/W2918815830","https://openalex.org/W2924367567","https://openalex.org/W2926701059","https://openalex.org/W2938144699","https://openalex.org/W2939745396","https://openalex.org/W2948978827","https://openalex.org/W2963910109","https://openalex.org/W2968197850","https://openalex.org/W3020687048","https://openalex.org/W3035254752","https://openalex.org/W3036656923","https://openalex.org/W3047279638","https://openalex.org/W3089122921","https://openalex.org/W3107607987","https://openalex.org/W3108962068","https://openalex.org/W3119564016","https://openalex.org/W3136454200","https://openalex.org/W3157788795","https://openalex.org/W4212888398","https://openalex.org/W4238046429","https://openalex.org/W4287828487","https://openalex.org/W4293868688","https://openalex.org/W6770955637","https://openalex.org/W7056654229"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W2159052453","https://openalex.org/W3013693939","https://openalex.org/W560952460","https://openalex.org/W2566616303","https://openalex.org/W2290927522","https://openalex.org/W1603725294","https://openalex.org/W2548719852"],"abstract_inverted_index":{"The":[0,99,118],"integration":[1,138],"of":[2,4,65,115,148,158],"Internet":[3],"Things":[5],"(IoT)":[6],"with":[7,188],"5G":[8,141],"simply":[9],"creates":[10],"additional":[11],"threat":[12],"landscape":[13],"and":[14,34,37,131,169],"any":[15],"network":[16,127,142],"infrastructure":[17],"is":[18,76,97,102,121,134,161],"more":[19],"vulnerable.":[20],"Severe":[21],"attacks":[22],"on":[23,175],"networks":[24],"potentially":[25],"damage":[26],"organization":[27],"reputation,":[28],"customers":[29],"or":[30],"tenants":[31],"lose":[32],"confidence,":[33],"impacts":[35],"operational":[36],"maintenance":[38],"cost.":[39],"Intrusion":[40],"detection":[41],"systems":[42],"(IDSs)":[43],"are":[44,68],"an":[45],"effective":[46],"approach":[47,184],"to":[48,70,79,179],"mitigate":[49],"threats.":[50],"We":[51],"present":[52],"a":[53,72,105,189],"novel":[54],"IDS":[55,120],"mechanism":[56],"in":[57,84,187],"which":[58,75],"the":[59,81,85,88,92,113,116,140,146,149,182],"unique":[60],"Radio":[61],"Frequency":[62],"(RF)":[63],"features":[64],"IoT":[66],"devices":[67,83],"used":[69,78],"create":[71],"learning":[73],"model":[74],"later":[77],"identify":[80],"illegitimate":[82],"network.":[86],"Leveraging":[87],"Deep":[89],"Autoencoder":[90],"(DAE),":[91],"existing":[93],"steady-state":[94],"feature":[95],"extraction":[96],"generalized.":[98],"performance":[100],"evaluation":[101,133],"conducted":[103],"using":[104,163],"real":[106],"data":[107],"set":[108],"from":[109,145],"different":[110],"aspects":[111],"including":[112],"mobility":[114],"nodes.":[117],"proposed":[119,183],"broken":[122],"down":[123],"into":[124,139],"pluggable":[125],"virtual":[126],"function":[128],"(VNF)":[129],"components":[130],"its":[132,137],"presented":[135,162],"for":[136],"slicing":[143],"ecosystem":[144],"perspective":[147],"European":[150],"Telecommunications":[151],"Standards":[152],"Institute":[153],"(ETSI)":[154],"standards.":[155],"A":[156],"Proof":[157],"Concept":[159],"(PoC)":[160],"ETSI":[164],"Open":[165],"Source":[166],"NFV":[167],"Management":[168],"Orchestration":[170],"(OSM-MANO)":[171],"test":[172],"bed,":[173],"deployed":[174],"AWS":[176],"cloud":[177],"systems,":[178],"show":[180],"how":[181],"would":[185],"fit":[186],"real-life":[190],"MANO.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}
