{"id":"https://openalex.org/W3203896181","doi":"https://doi.org/10.1007/978-3-030-88113-9_19","title":"The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data","display_name":"The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3203896181","doi":"https://doi.org/10.1007/978-3-030-88113-9_19","mag":"3203896181"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-88113-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88113-9_19","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/A5035199786","display_name":"Mateusz Szczepa\u0144ski","orcid":"https://orcid.org/0000-0003-2641-786X"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Mateusz Szczepanski","raw_affiliation_strings":["ITTI Sp. z o.o., Poznan, Poland","UTP University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"ITTI Sp. z o.o., Poznan, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006715549","display_name":"Miko\u0142aj Komisarek","orcid":"https://orcid.org/0000-0003-1459-2695"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Miko\u0142aj Komisarek","raw_affiliation_strings":["ITTI Sp. z o.o., Poznan, Poland","UTP University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"ITTI Sp. z o.o., Poznan, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088536972","display_name":"Marek Pawlicki","orcid":"https://orcid.org/0000-0001-5881-6406"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Pawlicki","raw_affiliation_strings":["ITTI Sp. z o.o., Poznan, Poland","UTP University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"ITTI Sp. z o.o., Poznan, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042632349","display_name":"Rafa\u0142 Kozik","orcid":"https://orcid.org/0000-0001-7122-3306"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Kozik","raw_affiliation_strings":["ITTI Sp. z o.o., Poznan, Poland","UTP University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"ITTI Sp. z o.o., Poznan, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009283476","display_name":"Micha\u0142 Chora\u015b","orcid":"https://orcid.org/0000-0003-1405-9911"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]},{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["DE","PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Chora\u015b","raw_affiliation_strings":["FernUniversitaet in Hagen, Hagen, Germany","ITTI Sp. z o.o., Poznan, Poland","UTP University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"FernUniversitaet in Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]},{"raw_affiliation_string":"ITTI Sp. z o.o., Poznan, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035199786"],"corresponding_institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I4210118437","https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":1.076,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79765577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9991999864578247,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9980999827384949,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9979000091552734,"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/computer-science","display_name":"Computer science","score":0.7834435701370239},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7236383557319641},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.6727582216262817},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6611806154251099},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5356336236000061},{"id":"https://openalex.org/keywords/proposition","display_name":"Proposition","score":0.49261385202407837},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4869872033596039},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4829370379447937},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4740203022956848},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07416144013404846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7834435701370239},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7236383557319641},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.6727582216262817},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6611806154251099},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5356336236000061},{"id":"https://openalex.org/C2777152325","wikidata":"https://www.wikidata.org/wiki/Q108163","display_name":"Proposition","level":2,"score":0.49261385202407837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4869872033596039},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4829370379447937},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4740203022956848},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07416144013404846},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-88113-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88113-9_19","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1576442155","https://openalex.org/W1787224781","https://openalex.org/W1941659294","https://openalex.org/W1970261191","https://openalex.org/W1993220166","https://openalex.org/W2097963488","https://openalex.org/W2148143831","https://openalex.org/W2282821441","https://openalex.org/W2809182405","https://openalex.org/W2900092785","https://openalex.org/W2906522616","https://openalex.org/W2912083425","https://openalex.org/W2962862931","https://openalex.org/W2969673498","https://openalex.org/W2981731882","https://openalex.org/W3024442238","https://openalex.org/W3036196701","https://openalex.org/W3036673316","https://openalex.org/W3036970744","https://openalex.org/W3090540360","https://openalex.org/W3100931974","https://openalex.org/W3112718981","https://openalex.org/W3171322366","https://openalex.org/W4288083797"],"related_works":["https://openalex.org/W19473193","https://openalex.org/W2349990005","https://openalex.org/W2369153420","https://openalex.org/W2388815250","https://openalex.org/W2394094611","https://openalex.org/W15182647","https://openalex.org/W2366429403","https://openalex.org/W150594749","https://openalex.org/W2158828542","https://openalex.org/W2133389611"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}