{"id":"https://openalex.org/W3202274508","doi":"https://doi.org/10.1007/978-3-030-88081-1_55","title":"Application of Traditional Machine Learning Models to Detect Abnormal Traffic in the Internet of Things Networks","display_name":"Application of Traditional Machine Learning Models to Detect Abnormal Traffic in the Internet of Things Networks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3202274508","doi":"https://doi.org/10.1007/978-3-030-88081-1_55","mag":"3202274508"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-88081-1_55","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88081-1_55","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5085502103","display_name":"\u0415.\u0415. \u0418\u0441\u0442\u0440\u0430\u0442\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0001-9759-2249"},"institutions":[{"id":"https://openalex.org/I91727514","display_name":"Novosibirsk State Technical University","ror":"https://ror.org/01b2f6h61","country_code":"RU","type":"education","lineage":["https://openalex.org/I91727514"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Evgeniya Istratova","raw_affiliation_strings":["Novosibirsk State Technical University, Novosibirsk, Russia"],"raw_orcid":"https://orcid.org/0000-0001-9759-2249","affiliations":[{"raw_affiliation_string":"Novosibirsk State Technical University, Novosibirsk, Russia","institution_ids":["https://openalex.org/I91727514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023705053","display_name":"Mikhail G. Grif","orcid":"https://orcid.org/0000-0003-3016-3647"},"institutions":[{"id":"https://openalex.org/I91727514","display_name":"Novosibirsk State Technical University","ror":"https://ror.org/01b2f6h61","country_code":"RU","type":"education","lineage":["https://openalex.org/I91727514"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Mikhail Grif","raw_affiliation_strings":["Novosibirsk State Technical University, Novosibirsk, Russia"],"raw_orcid":"https://orcid.org/0000-0003-3016-3647","affiliations":[{"raw_affiliation_string":"Novosibirsk State Technical University, Novosibirsk, Russia","institution_ids":["https://openalex.org/I91727514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010914418","display_name":"Dmitry N. Dostovalov","orcid":"https://orcid.org/0000-0001-6349-1466"},"institutions":[{"id":"https://openalex.org/I91727514","display_name":"Novosibirsk State Technical University","ror":"https://ror.org/01b2f6h61","country_code":"RU","type":"education","lineage":["https://openalex.org/I91727514"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Dmitry Dostovalov","raw_affiliation_strings":["Novosibirsk State Technical University, Novosibirsk, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6349-1466","affiliations":[{"raw_affiliation_string":"Novosibirsk State Technical University, Novosibirsk, Russia","institution_ids":["https://openalex.org/I91727514"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085502103"],"corresponding_institution_ids":["https://openalex.org/I91727514"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.0411,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94825753,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"735","last_page":"744"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13983","display_name":"Cybersecurity and Information Systems","score":0.9807999730110168,"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/computer-science","display_name":"Computer science","score":0.8295116424560547},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7732962965965271},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6751210689544678},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5906177759170532},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5828676223754883},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5350301265716553},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5264566540718079},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.43904003500938416},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4117138385772705},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.4111422896385193},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4050506353378296}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8295116424560547},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7732962965965271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6751210689544678},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5906177759170532},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5828676223754883},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5350301265716553},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5264566540718079},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43904003500938416},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4117138385772705},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.4111422896385193},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4050506353378296},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-88081-1_55","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88081-1_55","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2039749774","https://openalex.org/W2118103642","https://openalex.org/W2127273221","https://openalex.org/W2129976399","https://openalex.org/W2131389289","https://openalex.org/W2240142285","https://openalex.org/W2296509296","https://openalex.org/W2810563447","https://openalex.org/W2885012953","https://openalex.org/W2892556724","https://openalex.org/W2894588582","https://openalex.org/W2902106343","https://openalex.org/W2921019731","https://openalex.org/W3020687048","https://openalex.org/W3108909460","https://openalex.org/W3126698296","https://openalex.org/W3165483060"],"related_works":["https://openalex.org/W4367336074","https://openalex.org/W3154045278","https://openalex.org/W4379620016","https://openalex.org/W3210764983","https://openalex.org/W3089416646","https://openalex.org/W4367335949","https://openalex.org/W4380048833","https://openalex.org/W4285162676","https://openalex.org/W3036529732","https://openalex.org/W4382052559"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}