{"id":"https://openalex.org/W4392639724","doi":"https://doi.org/10.1007/978-3-031-54129-2_24","title":"ZeekFlow: Deep Learning-Based Network Intrusion Detection a\u00a0Multimodal Approach","display_name":"ZeekFlow: Deep Learning-Based Network Intrusion Detection a\u00a0Multimodal Approach","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392639724","doi":"https://doi.org/10.1007/978-3-031-54129-2_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-54129-2_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-54129-2_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092557363","display_name":"Dimitrios Giagkos","orcid":"https://orcid.org/0009-0003-7059-8917"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dimitrios Giagkos","raw_affiliation_strings":["Infili Technologies S.A., Athens, Greece"],"raw_orcid":"https://orcid.org/0009-0003-7059-8917","affiliations":[{"raw_affiliation_string":"Infili Technologies S.A., Athens, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000018175","display_name":"Orestis Kompougias","orcid":"https://orcid.org/0009-0003-0492-8762"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Orestis Kompougias","raw_affiliation_strings":["Infili Technologies S.A., Athens, Greece"],"raw_orcid":"https://orcid.org/0009-0003-0492-8762","affiliations":[{"raw_affiliation_string":"Infili Technologies S.A., Athens, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052912203","display_name":"\u0391\u03bd\u03c4\u03ce\u03bd\u03b9\u03bf\u03c2 \u039b\u03af\u03c4\u03ba\u03b5","orcid":"https://orcid.org/0000-0002-7658-2559"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonis Litke","raw_affiliation_strings":["Infili Technologies S.A., Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-7658-2559","affiliations":[{"raw_affiliation_string":"Infili Technologies S.A., Athens, Greece","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025095400","display_name":"Nikolaos Papadakis","orcid":"https://orcid.org/0000-0002-0497-9565"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikolaos Papadakis","raw_affiliation_strings":["Infili Technologies S.A., Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-0497-9565","affiliations":[{"raw_affiliation_string":"Infili Technologies S.A., Athens, Greece","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5092557363"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6755,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80093799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"409","last_page":"425"},"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":0.9997000098228455,"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":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8238153457641602},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7172629833221436},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6277395486831665},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4717976450920105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45079970359802246},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.43936699628829956},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42320147156715393},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.42139115929603577},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.41106122732162476},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40595391392707825},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.334891676902771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8238153457641602},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7172629833221436},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6277395486831665},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4717976450920105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45079970359802246},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.43936699628829956},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42320147156715393},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.42139115929603577},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.41106122732162476},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40595391392707825},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.334891676902771},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-54129-2_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-54129-2_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2099218848","https://openalex.org/W2606697812","https://openalex.org/W2741396778","https://openalex.org/W2788834115","https://openalex.org/W2793612254","https://openalex.org/W2946156428","https://openalex.org/W2958285686","https://openalex.org/W2965239606","https://openalex.org/W2991374072","https://openalex.org/W2995496823","https://openalex.org/W3035311645","https://openalex.org/W3038955483","https://openalex.org/W3119299902","https://openalex.org/W3140854437","https://openalex.org/W3180062783","https://openalex.org/W3184292163","https://openalex.org/W4200593832","https://openalex.org/W4205519045","https://openalex.org/W4226065059","https://openalex.org/W4226179997","https://openalex.org/W4366415372","https://openalex.org/W4381033656","https://openalex.org/W6888894352","https://openalex.org/W6925701896"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W203959209","https://openalex.org/W2110287964","https://openalex.org/W2167701463","https://openalex.org/W4307407935"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}