{"id":"https://openalex.org/W3160599825","doi":"https://doi.org/10.3390/info12050215","title":"Network Traffic Anomaly Detection via Deep Learning","display_name":"Network Traffic Anomaly Detection via Deep Learning","publication_year":2021,"publication_date":"2021-05-19","ids":{"openalex":"https://openalex.org/W3160599825","doi":"https://doi.org/10.3390/info12050215","mag":"3160599825"},"language":"en","primary_location":{"id":"doi:10.3390/info12050215","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12050215","pdf_url":"https://www.mdpi.com/2078-2489/12/5/215/pdf?version=1621412077","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/12/5/215/pdf?version=1621412077","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067058424","display_name":"Konstantina Fotiadou","orcid":"https://orcid.org/0000-0003-0167-1415"},"institutions":[{"id":"https://openalex.org/I4210141508","display_name":"Synelixis (Greece)","ror":"https://ror.org/0570bna54","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210141508"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Konstantina Fotiadou","raw_affiliation_strings":["Synelixis Solutions S.A., 34100 Chalkida, Greece"],"raw_orcid":"https://orcid.org/0000-0002-2073-7961","affiliations":[{"raw_affiliation_string":"Synelixis Solutions S.A., 34100 Chalkida, Greece","institution_ids":["https://openalex.org/I4210141508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023985839","display_name":"Terpsichori-Helen Velivassaki","orcid":"https://orcid.org/0000-0002-0362-4607"},"institutions":[{"id":"https://openalex.org/I4210141508","display_name":"Synelixis (Greece)","ror":"https://ror.org/0570bna54","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210141508"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Terpsichori-Helen Velivassaki","raw_affiliation_strings":["Synelixis Solutions S.A., 34100 Chalkida, Greece"],"raw_orcid":"https://orcid.org/0000-0002-0362-4607","affiliations":[{"raw_affiliation_string":"Synelixis Solutions S.A., 34100 Chalkida, Greece","institution_ids":["https://openalex.org/I4210141508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071289606","display_name":"Artemis Voulkidis","orcid":"https://orcid.org/0000-0002-7580-3938"},"institutions":[{"id":"https://openalex.org/I4210141508","display_name":"Synelixis (Greece)","ror":"https://ror.org/0570bna54","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210141508"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Artemis Voulkidis","raw_affiliation_strings":["Synelixis Solutions S.A., 34100 Chalkida, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Synelixis Solutions S.A., 34100 Chalkida, Greece","institution_ids":["https://openalex.org/I4210141508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042118748","display_name":"Dimitrios Skias","orcid":"https://orcid.org/0000-0003-3230-8379"},"institutions":[{"id":"https://openalex.org/I4210134421","display_name":"INTRASOFT International (Luxembourg)","ror":"https://ror.org/02zn9x324","country_code":"LU","type":"company","lineage":["https://openalex.org/I4210134421","https://openalex.org/I86100027"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Dimitrios Skias","raw_affiliation_strings":["Intrasoft International S.A., L-1253 Luxembourg, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intrasoft International S.A., L-1253 Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I4210134421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012886435","display_name":"Sofia Tsekeridou","orcid":"https://orcid.org/0000-0003-3830-1936"},"institutions":[{"id":"https://openalex.org/I4210087515","display_name":"INTRASOFT International (Greece)","ror":"https://ror.org/0027v6s71","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210087515","https://openalex.org/I4210134421","https://openalex.org/I86100027"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sofia Tsekeridou","raw_affiliation_strings":["Intrasoft International S.A., 19002 Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intrasoft International S.A., 19002 Athens, Greece","institution_ids":["https://openalex.org/I4210087515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028371094","display_name":"Theod\u03bfre Zahariadis","orcid":"https://orcid.org/0000-0002-2408-4582"},"institutions":[{"id":"https://openalex.org/I4210141508","display_name":"Synelixis (Greece)","ror":"https://ror.org/0570bna54","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210141508"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Theodore Zahariadis","raw_affiliation_strings":["Synelixis Solutions S.A., 34100 Chalkida, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Synelixis Solutions S.A., 34100 Chalkida, Greece","institution_ids":["https://openalex.org/I4210141508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5067058424"],"corresponding_institution_ids":["https://openalex.org/I4210141508"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":9.2977,"has_fulltext":true,"cited_by_count":94,"citation_normalized_percentile":{"value":0.98218123,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"12","issue":"5","first_page":"215","last_page":"215"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994999766349792,"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":0.8115283250808716},{"id":"https://openalex.org/keywords/firewall","display_name":"Firewall (physics)","score":0.7719851732254028},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7685863375663757},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6639511585235596},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5622339844703674},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.5589359998703003},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5502762794494629},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48801007866859436},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4808310270309448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4514913558959961},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.44883251190185547},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.42851829528808594},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3603455126285553},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35592225193977356},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3494291305541992},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3445054888725281},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.289309561252594},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19291949272155762},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.10476335883140564}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115283250808716},{"id":"https://openalex.org/C77714075","wikidata":"https://www.wikidata.org/wiki/Q5452017","display_name":"Firewall (physics)","level":5,"score":0.7719851732254028},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7685863375663757},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6639511585235596},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5622339844703674},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.5589359998703003},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5502762794494629},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48801007866859436},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4808310270309448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4514913558959961},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44883251190185547},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.42851829528808594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3603455126285553},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35592225193977356},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3494291305541992},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3445054888725281},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.289309561252594},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19291949272155762},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.10476335883140564},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C115304011","wikidata":"https://www.wikidata.org/wiki/Q72755","display_name":"Schwarzschild radius","level":3,"score":0.0},{"id":"https://openalex.org/C124017977","wikidata":"https://www.wikidata.org/wiki/Q11412","display_name":"Gravitation","level":2,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C183915046","wikidata":"https://www.wikidata.org/wiki/Q1316152","display_name":"Charged black hole","level":4,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/info12050215","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12050215","pdf_url":"https://www.mdpi.com/2078-2489/12/5/215/pdf?version=1621412077","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:55d3922e9afe43619db7d1788842f561","is_oa":true,"landing_page_url":"https://doaj.org/article/55d3922e9afe43619db7d1788842f561","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 12, Iss 5, p 215 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/12/5/215/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info12050215","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":"Information; Volume 12; Issue 5; Pages: 215","raw_type":"Text"},{"id":"pmh:oai:zenodo.org:5045112","is_oa":true,"landing_page_url":"https://zenodo.org/record/5045112","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/info12050215","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12050215","pdf_url":"https://www.mdpi.com/2078-2489/12/5/215/pdf?version=1621412077","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4293349088","display_name":null,"funder_award_id":"832989","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G466272719","display_name":null,"funder_award_id":"832989","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3160599825.pdf","grobid_xml":"https://content.openalex.org/works/W3160599825.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W1554891714","https://openalex.org/W1976331960","https://openalex.org/W2030910246","https://openalex.org/W2033245860","https://openalex.org/W2072453486","https://openalex.org/W2096955651","https://openalex.org/W2107528096","https://openalex.org/W2135493362","https://openalex.org/W2143559571","https://openalex.org/W2143989995","https://openalex.org/W2158900125","https://openalex.org/W2163605009","https://openalex.org/W2253429366","https://openalex.org/W2265638863","https://openalex.org/W2273396394","https://openalex.org/W2287900052","https://openalex.org/W2330219538","https://openalex.org/W2342408547","https://openalex.org/W2396044195","https://openalex.org/W2407712691","https://openalex.org/W2512144135","https://openalex.org/W2518326618","https://openalex.org/W2535159308","https://openalex.org/W2604675517","https://openalex.org/W2620661538","https://openalex.org/W2745980806","https://openalex.org/W2756489700","https://openalex.org/W2762776925","https://openalex.org/W2766557427","https://openalex.org/W2766761849","https://openalex.org/W2768800090","https://openalex.org/W2782735691","https://openalex.org/W2785745290","https://openalex.org/W2787322429","https://openalex.org/W2803187616","https://openalex.org/W2803446235","https://openalex.org/W2807786182","https://openalex.org/W2883778034","https://openalex.org/W2886020981","https://openalex.org/W2900906990","https://openalex.org/W2902455138","https://openalex.org/W2904235330","https://openalex.org/W2905143553","https://openalex.org/W2914570111","https://openalex.org/W2933801392","https://openalex.org/W2937220155","https://openalex.org/W2955040443","https://openalex.org/W2962736999","https://openalex.org/W2962849408","https://openalex.org/W2963273475","https://openalex.org/W2963745697","https://openalex.org/W2969836179","https://openalex.org/W2980115220","https://openalex.org/W3006558576","https://openalex.org/W3007738737","https://openalex.org/W3022802582","https://openalex.org/W3023019814","https://openalex.org/W3027558744","https://openalex.org/W3091848104","https://openalex.org/W3130490915","https://openalex.org/W4298086397","https://openalex.org/W6675810010","https://openalex.org/W6726380845","https://openalex.org/W6728432340","https://openalex.org/W6757359570","https://openalex.org/W6776607886"],"related_works":["https://openalex.org/W2387982609","https://openalex.org/W2359453783","https://openalex.org/W3009477082","https://openalex.org/W2357071520","https://openalex.org/W2376886931","https://openalex.org/W2061466315","https://openalex.org/W2010561419","https://openalex.org/W2374845301","https://openalex.org/W2351448539","https://openalex.org/W1977863481"],"abstract_inverted_index":{"Network":[0],"intrusion":[1],"detection":[2],"is":[3,86,173],"a":[4,95,105],"key":[5],"pillar":[6],"towards":[7],"the":[8,89,122,132,138],"sustainability":[9],"and":[10,19,42,74,107,137,180],"normal":[11],"operation":[12],"of":[13,83,98,170],"information":[14],"systems.":[15],"Complex":[16],"threat":[17],"patterns":[18,116],"malicious":[20],"actors":[21],"are":[22,118],"able":[23,152],"to":[24,28,87,103,147,153,183],"cause":[25],"severe":[26],"damages":[27],"cyber-systems.":[29],"In":[30],"this":[31,84,128],"work,":[32],"we":[33,130],"propose":[34],"novel":[35],"Deep":[36],"Learning":[37],"formulations":[38],"for":[39],"detecting":[40],"threats":[41],"alerts":[43],"on":[44,59,115],"network":[45,157],"logs":[46,90],"that":[47,55,91,110,117,160],"were":[48,92],"acquired":[49,93],"by":[50,94,175,181],"pfSense,":[51],"an":[52],"open-source":[53],"software":[54],"acts":[56],"as":[57,70],"firewall":[58],"FreeBSD":[60],"operating":[61],"system.":[62],"pfSense":[63,99],"integrates":[64],"several":[65,177],"powerful":[66,106],"security":[67],"services":[68],"such":[69],"firewall,":[71],"URL":[72],"filtering,":[73],"virtual":[75],"private":[76],"networking":[77],"among":[78],"others.":[79],"The":[80,168],"main":[81],"goal":[82],"study":[85],"analyse":[88],"local":[96],"installation":[97],"software,":[100],"in":[101,145],"order":[102,146],"provide":[104],"efficient":[108],"solution":[109],"controls":[111],"traffic":[112],"flow":[113],"based":[114],"automatically":[119],"learnt":[120],"via":[121],"proposed,":[123],"challenging":[124],"DL":[125],"architectures.":[126],"For":[127],"purpose,":[129],"exploit":[131],"Convolutional":[133],"Neural":[134],"Networks":[135,143],"(CNNs),":[136],"Long":[139],"Short":[140],"Term":[141],"Memory":[142],"(LSTMs)":[144],"construct":[148],"robust":[149],"multi-class":[150],"classifiers,":[151],"assign":[154],"each":[155],"new":[156],"log":[158],"instance":[159],"reaches":[161],"our":[162,171],"system":[163],"into":[164],"its":[165],"corresponding":[166],"category.":[167],"performance":[169],"scheme":[172],"evaluated":[174],"conducting":[176],"quantitative":[178],"experiments,":[179],"comparing":[182],"state-of-the-art":[184],"formulations.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-09T15:46:55.921056","created_date":"2021-05-24T00:00:00"}
