{"id":"https://openalex.org/W4401508568","doi":"https://doi.org/10.1109/meditcom61057.2024.10621237","title":"Advancing Cybersecurity with AI: A Multimodal Fusion Approach for Intrusion Detection Systems","display_name":"Advancing Cybersecurity with AI: A Multimodal Fusion Approach for Intrusion Detection Systems","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4401508568","doi":"https://doi.org/10.1109/meditcom61057.2024.10621237"},"language":"en","primary_location":{"id":"doi:10.1109/meditcom61057.2024.10621237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom61057.2024.10621237","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","raw_type":"proceedings-article"},"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/A5095369715","display_name":"George Agrafiotis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Agrafiotis","raw_affiliation_strings":["Centre for Research and Technology Hellas / Information Technologies Institute,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas / Information Technologies Institute,Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047136603","display_name":"Sarantis Kalafatidis","orcid":"https://orcid.org/0000-0001-9451-1458"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sarantis Kalafatidis","raw_affiliation_strings":["Centre for Research and Technology Hellas / Information Technologies Institute,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas / Information Technologies Institute,Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092635451","display_name":"Konstantinos Giapantzis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Giapantzis","raw_affiliation_strings":["Centre for Research and Technology Hellas / Information Technologies Institute,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas / Information Technologies Institute,Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051582957","display_name":"Antonios Lalas","orcid":"https://orcid.org/0000-0002-5337-161X"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios Lalas","raw_affiliation_strings":["Centre for Research and Technology Hellas / Information Technologies Institute,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas / Information Technologies Institute,Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064307246","display_name":"Konstantinos Votis","orcid":"https://orcid.org/0000-0001-6381-8326"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Votis","raw_affiliation_strings":["Centre for Research and Technology Hellas / Information Technologies Institute,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas / Information Technologies Institute,Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"56"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9925000071525574,"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-system","display_name":"Intrusion detection system","score":0.8126892447471619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6729322671890259},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5733075141906738},{"id":"https://openalex.org/keywords/intrusion-prevention-system","display_name":"Intrusion prevention system","score":0.49594172835350037},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.42657211422920227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24331095814704895}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8126892447471619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6729322671890259},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5733075141906738},{"id":"https://openalex.org/C27061796","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion prevention system","level":3,"score":0.49594172835350037},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.42657211422920227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24331095814704895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meditcom61057.2024.10621237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom61057.2024.10621237","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2591712613","https://openalex.org/W2606697812","https://openalex.org/W2990692206","https://openalex.org/W3163400780","https://openalex.org/W4205559658","https://openalex.org/W4229801112","https://openalex.org/W4286214377","https://openalex.org/W4299992996","https://openalex.org/W4310746777","https://openalex.org/W4376607515","https://openalex.org/W4394712241","https://openalex.org/W6847209443"],"related_works":["https://openalex.org/W2392603527","https://openalex.org/W2390009783","https://openalex.org/W2348767155","https://openalex.org/W1513478798","https://openalex.org/W2388497169","https://openalex.org/W4283700121","https://openalex.org/W1496376327","https://openalex.org/W2357468538","https://openalex.org/W3120393658","https://openalex.org/W4300599821"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,36,77],"novel":[4],"AI-enabled":[5],"Intrusion":[6],"Detection":[7],"System":[8],"(IDS)":[9],"that":[10],"enhances":[11],"cybersecurity":[12],"by":[13],"integrating":[14],"multimodal":[15],"data":[16,27],"analysis":[17,23],"and":[18,68],"AI":[19],"fusion":[20],"techniques.":[21],"Through":[22],"of":[24,35,44,71,82],"network":[25,46,61,91],"traffic":[26],"from":[28],"four":[29],"test":[30],"environments,":[31],"it":[32],"illustratesthe":[33],"benefits":[34],"more":[37],"robust":[38],"detection":[39,85],"strategy":[40],"utilizing":[41],"multiple":[42],"modalities":[43,49],"the":[45,65],"traffic.":[47],"The":[48],"extracted":[50],"are":[51],"designed":[52],"to":[53],"be":[54],"protocol-agnostic,":[55],"enabling":[56],"their":[57],"application":[58],"across":[59,89],"various":[60],"protocols,":[62],"thereby":[63],"broadening":[64],"system\u2019s":[66],"applicability":[67],"effectiveness.":[69],"Fusion":[70],"these":[72],"models\u2019":[73],"outputs":[74],"results":[75],"in":[76],"robust,":[78],"adaptable":[79],"solution":[80],"capable":[81],"real-time":[83],"threat":[84],"with":[86],"improved":[87],"accuracy":[88],"different":[90],"protocols.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}