{"id":"https://openalex.org/W4205860452","doi":"https://doi.org/10.1007/978-981-16-8059-5_22","title":"Intrusion Detection Model for Imbalanced Dataset Using SMOTE and Random Forest Algorithm","display_name":"Intrusion Detection Model for Imbalanced Dataset Using SMOTE and Random Forest Algorithm","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4205860452","doi":"https://doi.org/10.1007/978-981-16-8059-5_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-8059-5_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-8059-5_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5036312488","display_name":"Reem Alshamy","orcid":"https://orcid.org/0000-0003-0490-5387"},"institutions":[{"id":"https://openalex.org/I170535673","display_name":"Sana'a University","ror":"https://ror.org/04hcvaf32","country_code":"YE","type":"education","lineage":["https://openalex.org/I170535673"]}],"countries":["YE"],"is_corresponding":true,"raw_author_name":"Reem Alshamy","raw_affiliation_strings":["Faculty of Computer and IT (FCIT), Department of Computer Science, Sana\u2019a University, Sana\u2019a, Yemen","Faculty of Computer and IT (FCIT), Department of Computer Science, Sana'a University, Sana'a, Yemen"],"raw_orcid":"https://orcid.org/0000-0003-0490-5387","affiliations":[{"raw_affiliation_string":"Faculty of Computer and IT (FCIT), Department of Computer Science, Sana\u2019a University, Sana\u2019a, Yemen","institution_ids":["https://openalex.org/I170535673"]},{"raw_affiliation_string":"Faculty of Computer and IT (FCIT), Department of Computer Science, Sana'a University, Sana'a, Yemen","institution_ids":["https://openalex.org/I170535673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067799573","display_name":"Mossa Ghurab","orcid":"https://orcid.org/0000-0002-6748-659X"},"institutions":[{"id":"https://openalex.org/I170535673","display_name":"Sana'a University","ror":"https://ror.org/04hcvaf32","country_code":"YE","type":"education","lineage":["https://openalex.org/I170535673"]}],"countries":["YE"],"is_corresponding":false,"raw_author_name":"Mossa Ghurab","raw_affiliation_strings":["Faculty of Computer and IT (FCIT), Department of Computer Science, Sana\u2019a University, Sana\u2019a, Yemen","Faculty of Computer and IT (FCIT), Department of Computer Science, Sana'a University, Sana'a, Yemen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and IT (FCIT), Department of Computer Science, Sana\u2019a University, Sana\u2019a, Yemen","institution_ids":["https://openalex.org/I170535673"]},{"raw_affiliation_string":"Faculty of Computer and IT (FCIT), Department of Computer Science, Sana'a University, Sana'a, Yemen","institution_ids":["https://openalex.org/I170535673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018149036","display_name":"Suad Mohammed Othman","orcid":null},"institutions":[{"id":"https://openalex.org/I170535673","display_name":"Sana'a University","ror":"https://ror.org/04hcvaf32","country_code":"YE","type":"education","lineage":["https://openalex.org/I170535673"]}],"countries":["YE"],"is_corresponding":false,"raw_author_name":"Suad Othman","raw_affiliation_strings":["Faculty of Computer and IT (FCIT), Department of Computer Science, Sana\u2019a University, Sana\u2019a, Yemen","Faculty of Computer and IT (FCIT), Department of Computer Science, Sana'a University, Sana'a, Yemen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and IT (FCIT), Department of Computer Science, Sana\u2019a University, Sana\u2019a, Yemen","institution_ids":["https://openalex.org/I170535673"]},{"raw_affiliation_string":"Faculty of Computer and IT (FCIT), Department of Computer Science, Sana'a University, Sana'a, Yemen","institution_ids":["https://openalex.org/I170535673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001405224","display_name":"Faisal Alshami","orcid":"https://orcid.org/0009-0001-3475-0745"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Faisal Alshami","raw_affiliation_strings":["Software Colleague Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Colleague Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036312488"],"corresponding_institution_ids":["https://openalex.org/I170535673"],"apc_list":null,"apc_paid":null,"fwci":11.5459,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.98948612,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"361","last_page":"378"},"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":0.9988999962806702,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9987000226974487,"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/random-forest","display_name":"Random forest","score":0.8054194450378418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7828336954116821},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7324414253234863},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.669282078742981},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.6556559801101685},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5960370898246765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5518204569816589},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5190354585647583},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.511206865310669},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.46764087677001953},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37099796533584595},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36462730169296265},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.11027291417121887}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.8054194450378418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7828336954116821},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7324414253234863},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.669282078742981},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.6556559801101685},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5960370898246765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5518204569816589},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5190354585647583},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.511206865310669},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.46764087677001953},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37099796533584595},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36462730169296265},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.11027291417121887},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-8059-5_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-8059-5_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W100885504","https://openalex.org/W2099940443","https://openalex.org/W2148143831","https://openalex.org/W2559447984","https://openalex.org/W2783741806","https://openalex.org/W2790117078","https://openalex.org/W2890474333","https://openalex.org/W2890624031","https://openalex.org/W2922431468","https://openalex.org/W2942969883","https://openalex.org/W2950250245","https://openalex.org/W2962806630","https://openalex.org/W2979434725","https://openalex.org/W2991507433","https://openalex.org/W2998569244","https://openalex.org/W3000225415","https://openalex.org/W3024442238","https://openalex.org/W3044769982","https://openalex.org/W3082059448","https://openalex.org/W3082296606","https://openalex.org/W3128959925","https://openalex.org/W3156050669","https://openalex.org/W3169389953","https://openalex.org/W3185821901","https://openalex.org/W4252434178"],"related_works":["https://openalex.org/W2903618681","https://openalex.org/W3196098778","https://openalex.org/W3172259201","https://openalex.org/W3211250490","https://openalex.org/W3184937791","https://openalex.org/W4360584310","https://openalex.org/W3011239835","https://openalex.org/W2981515171","https://openalex.org/W2924282518","https://openalex.org/W80466363"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}