{"id":"https://openalex.org/W4385455576","doi":"https://doi.org/10.3390/s23156850","title":"High-Speed Network DDoS Attack Detection: A Survey","display_name":"High-Speed Network DDoS Attack Detection: A Survey","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385455576","doi":"https://doi.org/10.3390/s23156850","pmid":"https://pubmed.ncbi.nlm.nih.gov/37571632"},"language":"en","primary_location":{"id":"doi:10.3390/s23156850","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23156850","pdf_url":"https://www.mdpi.com/1424-8220/23/15/6850/pdf?version=1690939305","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/15/6850/pdf?version=1690939305","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026237159","display_name":"Rana Muhammad Abdul Haseeb-ur-rehman","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Rana M. Abdul Haseeb-ur-rehman","raw_affiliation_strings":["Center for Cyber Security, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), Bangi 43600, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073112703","display_name":"Azana Hafizah Mohd Aman","orcid":"https://orcid.org/0000-0001-7337-6736"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Azana Hafizah Mohd Aman","raw_affiliation_strings":["Center for Cyber Security, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), Bangi 43600, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084720361","display_name":"Mohammad Kamrul Hasan","orcid":"https://orcid.org/0000-0001-5511-0205"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammad Kamrul Hasan","raw_affiliation_strings":["Center for Cyber Security, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), Bangi 43600, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034364966","display_name":"Khairul Akram Zainol Ariffin","orcid":"https://orcid.org/0000-0003-3627-556X"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Khairul Akram Zainol Ariffin","raw_affiliation_strings":["Center for Cyber Security, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), Bangi 43600, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088009854","display_name":"Abdallah Namoun","orcid":"https://orcid.org/0000-0002-7050-0532"},"institutions":[{"id":"https://openalex.org/I4210151290","display_name":"Islamic University of Madinah","ror":"https://ror.org/03rcp1y74","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210151290"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdallah Namoun","raw_affiliation_strings":["Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia","institution_ids":["https://openalex.org/I4210151290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062272001","display_name":"Ali Tufail","orcid":"https://orcid.org/0000-0003-4871-4080"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Ali Tufail","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam, Tungku Link, Gadong BE1410, Brunei"],"affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam, Tungku Link, Gadong BE1410, Brunei","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101410896","display_name":"Ki\u2010Hyung Kim","orcid":"https://orcid.org/0000-0001-6624-3003"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Ki-Hyung Kim","raw_affiliation_strings":["Department of Cyber Security, Ajou University, Suwon 16499, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Cyber Security, Ajou University, Suwon 16499, Republic of Korea","institution_ids":["https://openalex.org/I57664883"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5026237159","https://openalex.org/A5101410896"],"corresponding_institution_ids":["https://openalex.org/I57664883","https://openalex.org/I885383172"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":5.5648,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.96298545,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"23","issue":"15","first_page":"6850","last_page":"6850"},"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":0.9998000264167786,"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":0.9990000128746033,"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/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.9043881297111511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7742563486099243},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.627849817276001},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6261098384857178},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5879867672920227},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.5504091382026672},{"id":"https://openalex.org/keywords/application-layer-ddos-attack","display_name":"Application layer DDoS attack","score":0.4877401292324066},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.46207383275032043},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4236014485359192},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4235115945339203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3454661965370178},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.25061893463134766},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.12345343828201294}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.9043881297111511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7742563486099243},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.627849817276001},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6261098384857178},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5879867672920227},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.5504091382026672},{"id":"https://openalex.org/C120865594","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Application layer DDoS attack","level":4,"score":0.4877401292324066},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.46207383275032043},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4236014485359192},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4235115945339203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3454661965370178},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.25061893463134766},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.12345343828201294},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23156850","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23156850","pdf_url":"https://www.mdpi.com/1424-8220/23/15/6850/pdf?version=1690939305","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37571632","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37571632","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10422513","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10422513","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10422513/pdf/sensors-23-06850.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:3b1b2292428c41c58024099d47efdce2","is_oa":true,"landing_page_url":"https://doaj.org/article/3b1b2292428c41c58024099d47efdce2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 15, p 6850 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/15/6850/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23156850","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 23; Issue 15; Pages: 6850","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23156850","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23156850","pdf_url":"https://www.mdpi.com/1424-8220/23/15/6850/pdf?version=1690939305","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3071639259","display_name":null,"funder_award_id":"2021R1","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4810845027","display_name":null,"funder_award_id":"P0008703","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G5517528268","display_name":null,"funder_award_id":"2021-0-00590","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7163929012","display_name":null,"funder_award_id":"2021-0-00590","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G7262886773","display_name":null,"funder_award_id":"P0008703","funder_id":"https://openalex.org/F4320322064","funder_display_name":"Korea Institute for Advancement of Technology"},{"id":"https://openalex.org/G8711271326","display_name":null,"funder_award_id":"P0008703","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8802299327","display_name":null,"funder_award_id":"2021R1F1A1045","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G889103765","display_name":null,"funder_award_id":"MOTIE","funder_id":"https://openalex.org/F4320322064","funder_display_name":"Korea Institute for Advancement of Technology"},{"id":"https://openalex.org/G992484961","display_name":null,"funder_award_id":"Korea","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322064","display_name":"Korea Institute for Advancement of Technology","ror":"https://ror.org/015w1qa96"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385455576.pdf"},"referenced_works_count":109,"referenced_works":["https://openalex.org/W2068087035","https://openalex.org/W2517373000","https://openalex.org/W2765558264","https://openalex.org/W2794707170","https://openalex.org/W2801401336","https://openalex.org/W2801483300","https://openalex.org/W2811034543","https://openalex.org/W2811269533","https://openalex.org/W2890707978","https://openalex.org/W2892142441","https://openalex.org/W2896320468","https://openalex.org/W2899235912","https://openalex.org/W2901035339","https://openalex.org/W2902983161","https://openalex.org/W2903417927","https://openalex.org/W2903719205","https://openalex.org/W2908786285","https://openalex.org/W2910074034","https://openalex.org/W2912370732","https://openalex.org/W2957326599","https://openalex.org/W2964502576","https://openalex.org/W2965568386","https://openalex.org/W2981023147","https://openalex.org/W2982682021","https://openalex.org/W2983301575","https://openalex.org/W2989144991","https://openalex.org/W2990530616","https://openalex.org/W3000041796","https://openalex.org/W3004221938","https://openalex.org/W3009056493","https://openalex.org/W3010612350","https://openalex.org/W3011196476","https://openalex.org/W3015401369","https://openalex.org/W3015773798","https://openalex.org/W3035026831","https://openalex.org/W3041794866","https://openalex.org/W3044439675","https://openalex.org/W3086419524","https://openalex.org/W3087196177","https://openalex.org/W3090473955","https://openalex.org/W3095315490","https://openalex.org/W3103656239","https://openalex.org/W3104083384","https://openalex.org/W3117848542","https://openalex.org/W3119653606","https://openalex.org/W3123917664","https://openalex.org/W3132693238","https://openalex.org/W3136427935","https://openalex.org/W3142608037","https://openalex.org/W3143891576","https://openalex.org/W3147472144","https://openalex.org/W3154609316","https://openalex.org/W3154927282","https://openalex.org/W3157509922","https://openalex.org/W3160872819","https://openalex.org/W3161443613","https://openalex.org/W3163861844","https://openalex.org/W3166136021","https://openalex.org/W3174211834","https://openalex.org/W3174247628","https://openalex.org/W3176559823","https://openalex.org/W3179438752","https://openalex.org/W3179449368","https://openalex.org/W3204524944","https://openalex.org/W3217030987","https://openalex.org/W4200356937","https://openalex.org/W4205556583","https://openalex.org/W4206951909","https://openalex.org/W4210734430","https://openalex.org/W4210909166","https://openalex.org/W4214879711","https://openalex.org/W4220802160","https://openalex.org/W4225146958","https://openalex.org/W4226390949","https://openalex.org/W4254708989","https://openalex.org/W4254849641","https://openalex.org/W4280606844","https://openalex.org/W4280630885","https://openalex.org/W4281401977","https://openalex.org/W4281606901","https://openalex.org/W4281896562","https://openalex.org/W4282916329","https://openalex.org/W4285274733","https://openalex.org/W4285507209","https://openalex.org/W4285987374","https://openalex.org/W4288064524","https://openalex.org/W4289530011","https://openalex.org/W4295066345","https://openalex.org/W4307041987","https://openalex.org/W4308428062","https://openalex.org/W4312369042","https://openalex.org/W4312415035","https://openalex.org/W4322493038","https://openalex.org/W4353061020","https://openalex.org/W4360800592","https://openalex.org/W4367314445","https://openalex.org/W4387919077","https://openalex.org/W6678359333","https://openalex.org/W6751206314","https://openalex.org/W6757798475","https://openalex.org/W6772596481","https://openalex.org/W6783965294","https://openalex.org/W6789573481","https://openalex.org/W6796242242","https://openalex.org/W6804524734","https://openalex.org/W6810094217","https://openalex.org/W6840596447","https://openalex.org/W6840812834","https://openalex.org/W6888951416"],"related_works":["https://openalex.org/W2360429410","https://openalex.org/W2921433547","https://openalex.org/W2204131204","https://openalex.org/W2383770723","https://openalex.org/W2898696280","https://openalex.org/W2958385475","https://openalex.org/W2783466926","https://openalex.org/W4286539397","https://openalex.org/W2370216173","https://openalex.org/W3091388705"],"abstract_inverted_index":{"Having":[0],"a":[1,14,46,157,173],"large":[2],"number":[3],"of":[4,57,81,186,212],"device":[5],"connections":[6],"provides":[7,156],"attackers":[8],"with":[9,176],"multiple":[10],"ways":[11],"to":[12,20,95,103,109,178,196],"attack":[13,160],"network.":[15],"This":[16,100,147],"situation":[17],"can":[18,26],"lead":[19],"distributed":[21],"denial-of-service":[22],"(DDoS)":[23],"attacks,":[24,112],"which":[25,48],"cause":[27],"fiscal":[28],"harm":[29],"and":[30,54,105,124,134,137,162,201,210],"corrupt":[31],"data.":[32],"Thus,":[33],"irregularity":[34],"detection":[35,131,164],"in":[36,41,45,78,129,199],"traffic":[37,188],"data":[38,139],"is":[39,49,91,170],"crucial":[40],"detecting":[42,72,86,110],"malicious":[43],"behavior":[44],"network,":[47],"essential":[50],"for":[51,141,144],"network":[52,152],"security":[53],"the":[55,79,89,150,167,179,183,203,208],"integrity":[56],"modern":[58],"Cyber-Physical":[59],"Systems":[60],"(CPS).":[61],"Nevertheless,":[62],"studies":[63],"have":[64],"shown":[65],"that":[66],"current":[67],"techniques":[68,117],"are":[69,194],"ineffective":[70],"at":[71],"DDoS":[73,111,159,213],"attacks":[74,87,214],"on":[75,88,215],"networks,":[76],"especially":[77],"case":[80],"high-speed":[82,151,216],"networks":[83],"(HSN),":[84],"as":[85,119],"latter":[90],"very":[92],"complex":[93],"due":[94],"their":[96],"fast":[97],"packet":[98,142],"processing.":[99],"review":[101,148],"aims":[102],"study":[104],"compare":[106],"different":[107],"approaches":[108],"using":[113],"machine":[114],"learning":[115],"(ML)":[116],"such":[118],"k-means,":[120],"K-Nearest":[121],"Neighbors":[122],"(KNN),":[123],"Naive":[125],"Bayes":[126],"(NB)":[127],"used":[128],"intrusion":[130],"systems":[132],"(IDSs)":[133],"flow-based":[135],"IDSs,":[136],"expresses":[138],"paths":[140],"filtering":[143],"HSN":[145],"performance.":[146],"highlights":[149],"accuracy":[153],"evaluation":[154],"factors,":[155],"detailed":[158],"taxonomy,":[161],"classifies":[163],"techniques.":[165],"Moreover,":[166],"existing":[168],"literature":[169],"inspected":[171],"through":[172],"qualitative":[174],"analysis,":[175],"respect":[177],"factors":[180],"extracted":[181],"from":[182],"presented":[184],"taxonomy":[185],"irregular":[187],"pattern":[189],"detection.":[190],"Different":[191],"research":[192],"directions":[193],"suggested":[195],"support":[197],"researchers":[198],"identifying":[200],"designing":[202],"optimal":[204],"solution":[205],"by":[206],"highlighting":[207],"issues":[209],"challenges":[211],"networks.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
