{"id":"https://openalex.org/W4408120388","doi":"https://doi.org/10.1145/3704137.3704192","title":"EPIC-NID: Exploring the Power of Class Decomposition and Oversampling in Network Intrusion Detection","display_name":"EPIC-NID: Exploring the Power of Class Decomposition and Oversampling in Network Intrusion Detection","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4408120388","doi":"https://doi.org/10.1145/3704137.3704192"},"language":"en","primary_location":{"id":"doi:10.1145/3704137.3704192","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3704137.3704192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Advances in Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","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/A5116489306","display_name":"Mohamed El Aidi","orcid":"https://orcid.org/0009-0000-5462-0852"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed El Aidi","raw_affiliation_strings":["ENSA Safi, Cadi Ayyad University, Safi, Morocco"],"raw_orcid":"https://orcid.org/0009-0000-5462-0852","affiliations":[{"raw_affiliation_string":"ENSA Safi, Cadi Ayyad University, Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116489307","display_name":"Fatima Zahra El Amrani","orcid":"https://orcid.org/0009-0006-3492-2742"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Fatima Zahra El Amrani","raw_affiliation_strings":["ENSA Safi, Cadi Ayyad University, Safi, Morocco"],"raw_orcid":"https://orcid.org/0009-0006-3492-2742","affiliations":[{"raw_affiliation_string":"ENSA Safi, Cadi Ayyad University, Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116489308","display_name":"Abdelhamid Chebel","orcid":"https://orcid.org/0009-0000-6622-8436"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelhamid Chebel","raw_affiliation_strings":["ENSA Safi, Cadi Ayyad University, Safi, Morocco"],"raw_orcid":"https://orcid.org/0009-0000-6622-8436","affiliations":[{"raw_affiliation_string":"ENSA Safi, Cadi Ayyad University, Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045700817","display_name":"Fadoua Khennou","orcid":"https://orcid.org/0000-0003-4972-4299"},"institutions":[{"id":"https://openalex.org/I154799132","display_name":"Universit\u00e9 de Moncton","ror":"https://ror.org/029tnqt29","country_code":"CA","type":"education","lineage":["https://openalex.org/I154799132"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fadoua Khennou","raw_affiliation_strings":["PRIME Lab, Universite de moncton, Moncton, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4972-4299","affiliations":[{"raw_affiliation_string":"PRIME Lab, Universite de moncton, Moncton, Canada","institution_ids":["https://openalex.org/I154799132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025769401","display_name":"Othmane El Meslouhi","orcid":"https://orcid.org/0009-0003-2421-3959"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Othmane El Meslouhi","raw_affiliation_strings":["ENSA Safi, Cadi Ayyad University, Safi, Morocco"],"raw_orcid":"https://orcid.org/0009-0003-2421-3959","affiliations":[{"raw_affiliation_string":"ENSA Safi, Cadi Ayyad University, Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31188271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"224","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9990000128746033,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/epic","display_name":"EPIC","score":0.7766897678375244},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.7299792170524597},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.6736807823181152},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6007177829742432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5601377487182617},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.49273207783699036},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2927674651145935},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24953529238700867},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.09626442193984985},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.07972142100334167}],"concepts":[{"id":"https://openalex.org/C115519274","wikidata":"https://www.wikidata.org/wiki/Q267903","display_name":"EPIC","level":2,"score":0.7766897678375244},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.7299792170524597},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6736807823181152},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6007177829742432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5601377487182617},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.49273207783699036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2927674651145935},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24953529238700867},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09626442193984985},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.07972142100334167},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3704137.3704192","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3704137.3704192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Advances in Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2076118331","https://openalex.org/W2132791018","https://openalex.org/W2295598076","https://openalex.org/W3042350893","https://openalex.org/W3168771234","https://openalex.org/W4205599972","https://openalex.org/W4243126553","https://openalex.org/W4285407542","https://openalex.org/W4289526450","https://openalex.org/W4319264752","https://openalex.org/W4400492610"],"related_works":["https://openalex.org/W2766503024","https://openalex.org/W2781247653","https://openalex.org/W4206637278","https://openalex.org/W4386005305","https://openalex.org/W4386214543","https://openalex.org/W3082051559","https://openalex.org/W1969988626","https://openalex.org/W1682621979","https://openalex.org/W2141301039","https://openalex.org/W2300921526"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}