{"id":"https://openalex.org/W4404851459","doi":"https://doi.org/10.1007/s13042-024-02460-5","title":"Enhancing early attack detection: novel hybrid density-based isolation forest for improved anomaly detection","display_name":"Enhancing early attack detection: novel hybrid density-based isolation forest for improved anomaly detection","publication_year":2024,"publication_date":"2024-11-29","ids":{"openalex":"https://openalex.org/W4404851459","doi":"https://doi.org/10.1007/s13042-024-02460-5"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-024-02460-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-024-02460-5","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-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/A5101720154","display_name":"M. Nalini","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"M. Nalini","raw_affiliation_strings":["Department of Computer Science and Engineering, S.A. Engineering College, Thiruverkadu, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, S.A. Engineering College, Thiruverkadu, Tamilnadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110707804","display_name":"B. Yamini","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Yamini","raw_affiliation_strings":["Department of Networking and Communications, School of Computing, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, India"],"affiliations":[{"raw_affiliation_string":"Department of Networking and Communications, School of Computing, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021261692","display_name":"C. Ambhika","orcid":"https://orcid.org/0000-0002-9249-7207"},"institutions":[{"id":"https://openalex.org/I4387154816","display_name":"R.M.D. Engineering College","ror":"https://ror.org/03gjktv92","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154816"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. Ambhika","raw_affiliation_strings":["Department of AIML, R.M.D Engineering College, RSM Nagar, Kavaraipettai, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of AIML, R.M.D Engineering College, RSM Nagar, Kavaraipettai, Tamilnadu, India","institution_ids":["https://openalex.org/I4387154816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102830785","display_name":"R. Siva Subramanian","orcid":"https://orcid.org/0009-0000-2482-9620"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Siva Subramanian","raw_affiliation_strings":["Department of Computer Science and Engineering, R.M.K College of Engineering and Technology, Thiruvallur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, R.M.K College of Engineering and Technology, Thiruvallur, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101720154"],"corresponding_institution_ids":[],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":2.8949,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91796231,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"16","issue":"5-6","first_page":"3429","last_page":"3447"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994000196456909,"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":0.9961000084877014,"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/anomaly-detection","display_name":"Anomaly detection","score":0.7638068199157715},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5906683206558228},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.5540647506713867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5150606632232666},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.47237613797187805},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46958842873573303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4272412657737732},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3679502606391907},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10718131065368652},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.08308464288711548},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05686125159263611}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7638068199157715},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5906683206558228},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.5540647506713867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5150606632232666},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.47237613797187805},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46958842873573303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4272412657737732},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3679502606391907},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10718131065368652},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.08308464288711548},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05686125159263611},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-024-02460-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-024-02460-5","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2964032056","https://openalex.org/W3024936479","https://openalex.org/W3040099731","https://openalex.org/W3094146027","https://openalex.org/W3115784608","https://openalex.org/W3117038070","https://openalex.org/W3129057775","https://openalex.org/W3139158980","https://openalex.org/W3168992578","https://openalex.org/W3196845273","https://openalex.org/W3197851632","https://openalex.org/W3206326321","https://openalex.org/W3211646858","https://openalex.org/W4200029159","https://openalex.org/W4200152289","https://openalex.org/W4206397888","https://openalex.org/W4285013180","https://openalex.org/W4293428508","https://openalex.org/W4307722364","https://openalex.org/W4380193924","https://openalex.org/W4385429522","https://openalex.org/W4386144734","https://openalex.org/W4386590663","https://openalex.org/W4387805894","https://openalex.org/W4389547288","https://openalex.org/W4390737701","https://openalex.org/W4390815958","https://openalex.org/W4392347653","https://openalex.org/W4392379942","https://openalex.org/W4392406063","https://openalex.org/W4396769511","https://openalex.org/W4399052251","https://openalex.org/W4401540155"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}