{"id":"https://openalex.org/W4400165815","doi":"https://doi.org/10.1007/978-3-031-60023-4_12","title":"Towards Application of\u00a0the\u00a0Tabular Data Transformation to\u00a0Images in\u00a0the\u00a0Intrusion Detection Tasks Using Deep Learning Techniques","display_name":"Towards Application of\u00a0the\u00a0Tabular Data Transformation to\u00a0Images in\u00a0the\u00a0Intrusion Detection Tasks Using Deep Learning Techniques","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400165815","doi":"https://doi.org/10.1007/978-3-031-60023-4_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-60023-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-60023-4_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5082212670","display_name":"Evgenia Novikova","orcid":"https://orcid.org/0000-0003-2923-4954"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Evgenia Novikova","raw_affiliation_strings":["St. Petersburg Federal Research Center of Russian Academy of Sciences, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0003-2923-4954","affiliations":[{"raw_affiliation_string":"St. Petersburg Federal Research Center of Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I1313323035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099722130","display_name":"Marat A. Bukhtiarov","orcid":null},"institutions":[{"id":"https://openalex.org/I41518628","display_name":"Saint Petersburg State Electrotechnical University","ror":"https://ror.org/023bq8521","country_code":"RU","type":"education","lineage":["https://openalex.org/I41518628"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Marat Bukhtiarov","raw_affiliation_strings":["St. Petersburg Electrotechnical University \u201cLETI\u201d, St. Petersburg, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"St. Petersburg Electrotechnical University \u201cLETI\u201d, St. Petersburg, Russia","institution_ids":["https://openalex.org/I41518628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033986640","display_name":"Igor Kotenko","orcid":"https://orcid.org/0000-0001-6859-7120"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Igor Kotenko","raw_affiliation_strings":["St. Petersburg Federal Research Center of Russian Academy of Sciences, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6859-7120","affiliations":[{"raw_affiliation_string":"St. Petersburg Federal Research Center of Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I1313323035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111070316","display_name":"Elena Fedorchenko","orcid":null},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Elena Fedorchenko","raw_affiliation_strings":["St. Petersburg Federal Research Center of Russian Academy of Sciences, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6707-9153","affiliations":[{"raw_affiliation_string":"St. Petersburg Federal Research Center of Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I1313323035"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091857773","display_name":"Igor Saenko","orcid":"https://orcid.org/0000-0002-9051-5272"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Igor Saenko","raw_affiliation_strings":["St. Petersburg Federal Research Center of Russian Academy of Sciences, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0002-9051-5272","affiliations":[{"raw_affiliation_string":"St. Petersburg Federal Research Center of Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I1313323035"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082212670"],"corresponding_institution_ids":["https://openalex.org/I1313323035","https://openalex.org/I4210144352"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28149457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"100"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6897961497306824},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6714009046554565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6659876108169556},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6307146549224854},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5278156995773315},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4499722719192505},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37331095337867737}],"concepts":[{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6897961497306824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714009046554565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6659876108169556},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6307146549224854},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5278156995773315},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4499722719192505},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37331095337867737},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-60023-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-60023-4_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.44999998807907104,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2010065958","https://openalex.org/W2099940443","https://openalex.org/W2296509296","https://openalex.org/W2766315530","https://openalex.org/W2789828921","https://openalex.org/W2913206818","https://openalex.org/W2918854598","https://openalex.org/W2944992190","https://openalex.org/W2964962196","https://openalex.org/W2971489520","https://openalex.org/W2972581251","https://openalex.org/W2996752936","https://openalex.org/W3010704846","https://openalex.org/W3032021129","https://openalex.org/W3098100992","https://openalex.org/W3100989807","https://openalex.org/W3108630703","https://openalex.org/W3129273143","https://openalex.org/W3157331533","https://openalex.org/W3161091025","https://openalex.org/W3165390445","https://openalex.org/W4291743636","https://openalex.org/W4319079727","https://openalex.org/W4321497036","https://openalex.org/W4323362877"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W4254602698","https://openalex.org/W2394461323","https://openalex.org/W2349441905","https://openalex.org/W2611989081","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
