{"id":"https://openalex.org/W4404628648","doi":"https://doi.org/10.1109/niles63360.2024.10753257","title":"Intelligent System for Intrusion Detection Based on Machine Learning","display_name":"Intelligent System for Intrusion Detection Based on Machine Learning","publication_year":2024,"publication_date":"2024-10-19","ids":{"openalex":"https://openalex.org/W4404628648","doi":"https://doi.org/10.1109/niles63360.2024.10753257"},"language":"en","primary_location":{"id":"doi:10.1109/niles63360.2024.10753257","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/niles63360.2024.10753257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 6th Novel Intelligent and Leading Emerging Sciences Conference (NILES)","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/A5030466993","display_name":"Mohamed Ragab","orcid":"https://orcid.org/0000-0002-2138-4395"},"institutions":[{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Mohamed Ibrahim Ragab","raw_affiliation_strings":["School of Information Technology and Computer Science, Nile University,Giza,Egypt"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Computer Science, Nile University,Giza,Egypt","institution_ids":["https://openalex.org/I57629906"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089234487","display_name":"Khaled M. Fouad","orcid":"https://orcid.org/0000-0003-0359-9314"},"institutions":[{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]},{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Khaled M. Fouad","raw_affiliation_strings":["New Mansoura University and Nile University,Faculty of Computer Science and Engineering,Mansoura,Egypt"],"affiliations":[{"raw_affiliation_string":"New Mansoura University and Nile University,Faculty of Computer Science and Engineering,Mansoura,Egypt","institution_ids":["https://openalex.org/I159247623","https://openalex.org/I57629906"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030466993"],"corresponding_institution_ids":["https://openalex.org/I57629906"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23750991,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.539900004863739,"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":0.539900004863739,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.8110292553901672},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7698663473129272},{"id":"https://openalex.org/keywords/intrusion-prevention-system","display_name":"Intrusion prevention system","score":0.4751189351081848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47309568524360657},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36281904578208923}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8110292553901672},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7698663473129272},{"id":"https://openalex.org/C27061796","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion prevention system","level":3,"score":0.4751189351081848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47309568524360657},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36281904578208923}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/niles63360.2024.10753257","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/niles63360.2024.10753257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 6th Novel Intelligent and Leading Emerging Sciences Conference (NILES)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"In":[0],"today's":[1],"digital":[2],"age,":[3],"security":[4],"challenges":[5],"threaten":[6],"user":[7],"privacy":[8],"as":[9],"networks":[10],"face":[11],"increased":[12],"vulnerability":[13],"to":[14,18,46,54,77,97],"malicious":[15],"attacks":[16],"due":[17],"large":[19],"data":[20],"volumes.":[21],"Intrusion":[22],"Detection":[23],"Systems":[24],"(IDS)":[25],"play":[26],"a":[27],"crucial":[28],"role":[29],"in":[30,100],"identifying":[31],"cyber-attacks":[32],"and":[33,37,73],"protecting":[34],"system":[35],"resources":[36],"users.":[38],"This":[39],"study":[40],"utilizes":[41],"machine":[42],"learning":[43],"classifiers":[44],"(MLC)":[45],"analyze":[47],"the":[48,79],"NSL-KDD":[49],"dataset,":[50],"optimizing":[51],"by":[52],"preprocessing":[53],"remove":[55],"irrelevant":[56],"features.":[57],"System":[58],"performance":[59],"is":[60],"assessed":[61],"using":[62],"four":[63],"attribute":[64],"subsets,":[65],"comparing":[66],"model":[67],"accuracy":[68,94],"across":[69],"DoS,":[70],"Probe,":[71],"U2L,":[72],"R2L":[74],"attack":[75],"classes":[76],"determine":[78],"best":[80],"algorithm":[81],"for":[82],"each":[83],"class.":[84],"Using":[85],"Random":[86],"Forest":[87],"with":[88],"20":[89],"features":[90],"successfully":[91],"achieved":[92],"an":[93],"of":[95],"up":[96],"99":[98],"%":[99],"intrusion":[101],"detection.":[102]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
