{"id":"https://openalex.org/W3217567704","doi":"https://doi.org/10.3390/s21237835","title":"Enhanced Network Intrusion Detection System","display_name":"Enhanced Network Intrusion Detection System","publication_year":2021,"publication_date":"2021-11-25","ids":{"openalex":"https://openalex.org/W3217567704","doi":"https://doi.org/10.3390/s21237835","mag":"3217567704","pmid":"https://pubmed.ncbi.nlm.nih.gov/34883839"},"language":"en","primary_location":{"id":"doi:10.3390/s21237835","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21237835","pdf_url":"https://www.mdpi.com/1424-8220/21/23/7835/pdf?version=1637894095","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":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/23/7835/pdf?version=1637894095","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077770842","display_name":"Ketan Kotecha","orcid":"https://orcid.org/0000-0003-2653-3780"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ketan Kotecha","raw_affiliation_strings":["Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed University), Pune 412115, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed University), Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050784274","display_name":"Raghav Verma","orcid":"https://orcid.org/0000-0001-7601-7800"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Raghav Verma","raw_affiliation_strings":["Department of CSE, Bennett University, Greater Noida 201310, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Bennett University, Greater Noida 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081803284","display_name":"Prahalad V. Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prahalad V. Rao","raw_affiliation_strings":["Department of CSE, Bennett University, Greater Noida 201310, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Bennett University, Greater Noida 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102899325","display_name":"Priyanshu Prasad","orcid":"https://orcid.org/0000-0001-9150-3858"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Priyanshu Prasad","raw_affiliation_strings":["Department of CSE, Bennett University, Greater Noida 201310, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Bennett University, Greater Noida 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000068719","display_name":"Vipul Kumar Mishra","orcid":"https://orcid.org/0000-0002-3649-1388"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vipul Kumar Mishra","raw_affiliation_strings":["Department of CSE, Bennett University, Greater Noida 201310, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Bennett University, Greater Noida 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070228614","display_name":"Tapas Badal","orcid":"https://orcid.org/0000-0002-2717-9069"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tapas Badal","raw_affiliation_strings":["Department of CSE, Bennett University, Greater Noida 201310, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Bennett University, Greater Noida 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087661985","display_name":"Divyansh Jain","orcid":"https://orcid.org/0000-0002-1977-0107"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Divyansh Jain","raw_affiliation_strings":["Department of CSE, Bennett University, Greater Noida 201310, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Bennett University, Greater Noida 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080945795","display_name":"Deepak Garg","orcid":"https://orcid.org/0000-0002-7243-3599"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Deepak Garg","raw_affiliation_strings":["Department of CSE, Bennett University, Greater Noida 201310, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Bennett University, Greater Noida 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013907831","display_name":"Shakti Sharma","orcid":"https://orcid.org/0000-0002-2287-2235"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shakti Sharma","raw_affiliation_strings":["Department of CSE, Bennett University, Greater Noida 201310, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Bennett University, Greater Noida 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5077770842","https://openalex.org/A5080945795"],"corresponding_institution_ids":["https://openalex.org/I244572783","https://openalex.org/I3129773123"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.8669,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.91143541,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"21","issue":"23","first_page":"7835","last_page":"7835"},"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.786605715751648},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7772555947303772},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.658797025680542},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6586782336235046},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.6211156845092773},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.6002622842788696},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.4979701042175293},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.4649098813533783},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43401286005973816},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4328112304210663},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.431335985660553},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4305485486984253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42047247290611267},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1156659722328186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.786605715751648},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7772555947303772},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.658797025680542},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6586782336235046},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.6211156845092773},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.6002622842788696},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.4979701042175293},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.4649098813533783},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43401286005973816},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4328112304210663},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.431335985660553},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4305485486984253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42047247290611267},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1156659722328186},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21237835","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21237835","pdf_url":"https://www.mdpi.com/1424-8220/21/23/7835/pdf?version=1637894095","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:34883839","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34883839","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:doaj.org/article:38c24008699444bc99291965ef1b84eb","is_oa":true,"landing_page_url":"https://doaj.org/article/38c24008699444bc99291965ef1b84eb","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 23, p 7835 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/23/7835/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21237835","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 21; Issue 23; Pages: 7835","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8659770","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8659770","pdf_url":null,"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"}],"best_oa_location":{"id":"doi:10.3390/s21237835","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21237835","pdf_url":"https://www.mdpi.com/1424-8220/21/23/7835/pdf?version=1637894095","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":0.4099999964237213,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3217567704.pdf","grobid_xml":"https://content.openalex.org/works/W3217567704.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W172260869","https://openalex.org/W1677044153","https://openalex.org/W1968969471","https://openalex.org/W2091549324","https://openalex.org/W2157536286","https://openalex.org/W2295598076","https://openalex.org/W2296509296","https://openalex.org/W2334853001","https://openalex.org/W2595327353","https://openalex.org/W2600328926","https://openalex.org/W2603961508","https://openalex.org/W2625602624","https://openalex.org/W2740755977","https://openalex.org/W2766104864","https://openalex.org/W2783796368","https://openalex.org/W2796624525","https://openalex.org/W2797915143","https://openalex.org/W2806820837","https://openalex.org/W2888896868","https://openalex.org/W2963683434","https://openalex.org/W3009422166","https://openalex.org/W3043844898","https://openalex.org/W3096927290","https://openalex.org/W3102476541","https://openalex.org/W6606982846","https://openalex.org/W6739879593","https://openalex.org/W6754674814"],"related_works":["https://openalex.org/W2115529843","https://openalex.org/W2078868204","https://openalex.org/W2350188963","https://openalex.org/W2013414638","https://openalex.org/W2613164209","https://openalex.org/W2357975715","https://openalex.org/W2982280075","https://openalex.org/W2374211671","https://openalex.org/W2391470081","https://openalex.org/W3217567704"],"abstract_inverted_index":{"A":[0],"reasonably":[1],"good":[2],"network":[3,128],"intrusion":[4,129],"detection":[5,11,130],"system":[6],"generally":[7],"requires":[8],"a":[9,14,33,92,113],"high":[10],"rate":[12,18],"and":[13,65,73,109,137],"low":[15],"false":[16],"alarm":[17],"in":[19],"order":[20],"to":[21],"predict":[22],"anomalies":[23],"more":[24],"accurately.":[25],"Older":[26],"datasets":[27,43],"cannot":[28],"capture":[29],"the":[30,51,59,78,82,97,100],"schema":[31],"of":[32,35,58,62,87,99,106],"set":[34],"modern":[36,63],"attacks;":[37],"therefore,":[38],"modelling":[39,136],"based":[40],"on":[41,50,96,134],"these":[42],"lacked":[44],"sufficient":[45],"generalizability.":[46],"This":[47],"paper":[48],"operates":[49],"UNSW-NB15":[52],"Dataset,":[53],"which":[54],"is":[55,116],"currently":[56],"one":[57],"best":[60,83],"representatives":[61],"attacks":[64],"suggests":[66],"various":[67,71,85],"models.":[68],"We":[69],"discuss":[70],"models":[72],"conclude":[74],"our":[75,104],"discussion":[76],"with":[77],"model":[79],"that":[80],"performs":[81],"using":[84,103],"kinds":[86],"evaluation":[88],"metrics.":[89],"Alongside":[90],"modelling,":[91],"comprehensive":[93],"data":[94],"analysis":[95],"features":[98],"dataset":[101,138],"itself":[102],"understanding":[105],"correlation,":[107],"variance,":[108],"similar":[110],"factors":[111],"for":[112,118,126],"wider":[114],"picture":[115],"done":[117],"better":[119],"modelling.":[120],"Furthermore,":[121],"hypothetical":[122],"ponderings":[123],"are":[124],"discussed":[125],"potential":[127],"systems,":[131],"including":[132],"suggestions":[133],"prospective":[135],"generation":[139],"as":[140],"well.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}