{"id":"https://openalex.org/W7166353050","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","title":"Intrusion Detection based on an Intelligent Security System using Machine Learning Methods","display_name":"Intrusion Detection based on an Intelligent Security System using Machine Learning Methods","publication_year":2024,"publication_date":"2024-03-20","ids":{"openalex":"https://openalex.org/W7166353050","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf"},"language":"en","primary_location":{"id":"doi:10.55056/ceur-ws.org/vol-3654/paper14.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","source":{"id":"https://openalex.org/S7407107818","display_name":"Workshop on Cybersecurity Providing in Information and Telecommunication Systems (CPITS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3654: Proceedings of the Workshop Cybersecurity Providing in Information and Telecommunication Systems (CPITS 2024)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025835478","display_name":"Svitlana Popereshnyak","orcid":"https://orcid.org/0000-0002-0531-9809","observed_orcids":["https://orcid.org/0000-0002-0531-9809"]},"institutions":[{"id":"https://openalex.org/I202483615","display_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","ror":"https://ror.org/00syn5v21","country_code":"UA","type":"education","lineage":["https://openalex.org/I202483615"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Svitlana Popereshnyak","raw_affiliation_strings":["National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute , \" 37 Prospect Beresteiskyi , Kyiv , 03056 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-0531-9809","affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute , \" 37 Prospect Beresteiskyi , Kyiv , 03056 , Ukraine","institution_ids":["https://openalex.org/I202483615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015345039","display_name":"Anastasiya Vecherkovskaya","orcid":"https://orcid.org/0000-0003-2054-2715","observed_orcids":["https://orcid.org/0000-0003-2054-2715"]},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Anastasiya Vecherkovskaya","raw_affiliation_strings":["Cybersecurity Providing in Information and Telecommunication Systems","Taras Shevchenko National University of Kyiv , 24 Bohdana Gavrylyshyn str. , Kyiv , 02000 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-2054-2715","affiliations":[{"raw_affiliation_string":"Cybersecurity Providing in Information and Telecommunication Systems","institution_ids":[]},{"raw_affiliation_string":"Taras Shevchenko National University of Kyiv , 24 Bohdana Gavrylyshyn str. , Kyiv , 02000 , Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088741047","display_name":"Viktoriia Zhebka","orcid":"https://orcid.org/0000-0003-4051-1190","observed_orcids":["https://orcid.org/0000-0003-4051-1190"]},"institutions":[{"id":"https://openalex.org/I4210092636","display_name":"State University of Information and Communication Technologies","ror":"https://ror.org/00fsgfk96","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210092636"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Viktoriia Zhebka","raw_affiliation_strings":[", Kyiv , Ukraine","State University of Information and Communication Technologies , 7 Solomyanska str. , Kyiv , 03110 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-4051-1190","affiliations":[{"raw_affiliation_string":", Kyiv , Ukraine","institution_ids":[]},{"raw_affiliation_string":"State University of Information and Communication Technologies , 7 Solomyanska str. , Kyiv , 03110 , Ukraine","institution_ids":["https://openalex.org/I4210092636"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3118,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.3513115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"163","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"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":9.999999747378752e-05,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.0,"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/intrusion-detection","display_name":"intrusion detection","score":0.9980000257492065},{"id":"https://openalex.org/keywords/intelligent-security-systems","display_name":"intelligent security systems","score":0.9390000104904175},{"id":"https://openalex.org/keywords/machine-learning-for-cybersecurity","display_name":"machine learning for cybersecurity","score":0.7789999842643738},{"id":"https://openalex.org/keywords/malicious-url-detection","display_name":"malicious URL detection","score":0.9070000052452087},{"id":"https://openalex.org/keywords/ddos-attacks","display_name":"DDoS attacks","score":0.921999990940094},{"id":"https://openalex.org/keywords/cybersecurity-technologies","display_name":"cybersecurity technologies","score":0.597000002861023},{"id":"https://openalex.org/keywords/artificial-intelligence-in-cybersecurity","display_name":"artificial intelligence in cybersecurity","score":0.9300000071525574}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7570000290870667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6593000292778015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6510000228881836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6507999897003174},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.608299970626831},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.3677000105381012},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.3384999930858612},{"id":"https://openalex.org/C2984192347","wikidata":"https://www.wikidata.org/wiki/Q1497831","display_name":"Security system","level":2,"score":0.33090001344680786},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.31209999322891235},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29429998993873596},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.272599995136261},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.25290000438690186},{"id":"https://openalex.org/C27061796","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion prevention system","level":3,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55056/ceur-ws.org/vol-3654/paper14.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","source":{"id":"https://openalex.org/S7407107818","display_name":"Workshop on Cybersecurity Providing in Information and Telecommunication Systems (CPITS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3654: Proceedings of the Workshop Cybersecurity Providing in Information and Telecommunication Systems (CPITS 2024)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.55056/ceur-ws.org/vol-3654/paper14.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper14.pdf","source":{"id":"https://openalex.org/S7407107818","display_name":"Workshop on Cybersecurity Providing in Information and Telecommunication Systems (CPITS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3654: Proceedings of the Workshop Cybersecurity Providing in Information and Telecommunication Systems (CPITS 2024)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4943999946117401}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166353050.pdf","grobid_xml":"https://content.openalex.org/works/W7166353050.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2104527349","https://openalex.org/W2143897023","https://openalex.org/W2521519773","https://openalex.org/W2591712613","https://openalex.org/W2962899822","https://openalex.org/W3011143835","https://openalex.org/W3021503072","https://openalex.org/W3021916945","https://openalex.org/W4386474888","https://openalex.org/W7166294720","https://openalex.org/W7166297577"],"related_works":["https://openalex.org/W3119693685","https://openalex.org/W4323650092","https://openalex.org/W4214851132","https://openalex.org/W3164295256","https://openalex.org/W4406867560","https://openalex.org/W7221062186","https://openalex.org/W7138867384","https://openalex.org/W7113113588","https://openalex.org/W4313893505","https://openalex.org/W3119539060"],"abstract_inverted_index":{"Authors":[0],"have":[1,85],"analyzed":[2,20],"the":[3,12,27,33,58,81],"basic":[4],"concepts":[5],"of":[6,14,29,32,35,68,80],"cybersecurity,":[7,19],"and":[8,25,62,77],"cybersecurity":[9],"technologies,":[10],"studied":[11],"peculiarities":[13],"artificial":[15],"intelligence":[16],"application":[17,34],"in":[18,39],"applied":[21],"machine":[22,36,50],"learning":[23,37,51],"methods,":[24,52],"presented":[26],"results":[28],"experimental":[30],"studies":[31,76],"methods":[38],"cybersecurity.":[40],"Intrusion":[41],"detection":[42],"based":[43],"on":[44],"an":[45],"intelligent":[46],"security":[47],"system":[48,84],"using":[49],"which":[53],"is":[54,63],"designed":[55],"to":[56],"detect":[57],"latest":[59],"malicious":[60],"URLs":[61],"extended":[64],"for":[65],"distributed":[66],"denial":[67],"service":[69],"(DDoS)":[70],"attacks,":[71],"has":[72],"been":[73,86],"studied.":[74],"Experimental":[75],"performance":[78],"evaluations":[79],"investigated":[82],"SIS-ID":[83],"carried":[87],"out.":[88]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-06-28T00:00:00"}
