{"id":"https://openalex.org/W2539811177","doi":"https://doi.org/10.1007/978-3-319-47274-4_27","title":"Extreme Learning Machines for Web Layer Anomaly Detection","display_name":"Extreme Learning Machines for Web Layer Anomaly Detection","publication_year":2016,"publication_date":"2016-10-27","ids":{"openalex":"https://openalex.org/W2539811177","doi":"https://doi.org/10.1007/978-3-319-47274-4_27","mag":"2539811177"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-47274-4_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47274-4_27","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"conference-paper","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/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"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Rafa\u0142 Kozik","raw_affiliation_strings":["Institute of Telecommunications, UTP University of Technology and Science Bydgoszcz, Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, UTP University of Technology and Science Bydgoszcz, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620"]}]},{"author_position":"middle","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/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Chora\u015b","raw_affiliation_strings":["Institute of Telecommunications, UTP University of Technology and Science Bydgoszcz, Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, UTP University of Technology and Science Bydgoszcz, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049392593","display_name":"Witold Ho\u0142ubowicz","orcid":"https://orcid.org/0000-0001-5945-8698"},"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/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Witold Ho\u0142ubowicz","raw_affiliation_strings":["Adam Mickiewiecz University, UAM, Pozna\u0144, Poland","Institute of Telecommunications, UTP University of Technology and Science Bydgoszcz, Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adam Mickiewiecz University, UAM, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I59411706"]},{"raw_affiliation_string":"Institute of Telecommunications, UTP University of Technology and Science Bydgoszcz, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035207896","display_name":"Rafa\u0142 Renk","orcid":"https://orcid.org/0000-0001-8518-4440"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Renk","raw_affiliation_strings":["Adam Mickiewiecz University, UAM, Pozna\u0144, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adam Mickiewiecz University, UAM, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I59411706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042632349"],"corresponding_institution_ids":["https://openalex.org/I1300393620"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"226","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9997000098228455,"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":0.9997000098228455,"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/T12676","display_name":"Machine Learning and ELM","score":0.9993000030517578,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7561053037643433},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5597845315933228},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.544224739074707},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.5274266004562378},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.5242167711257935},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.4915209710597992},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.47914737462997437},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4563004672527313},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.45531025528907776},{"id":"https://openalex.org/keywords/web-server","display_name":"Web server","score":0.4355284571647644},{"id":"https://openalex.org/keywords/application-layer","display_name":"Application layer","score":0.42823082208633423},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4122184216976166},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31816691160202026},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.23591095209121704},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.22882628440856934},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21418088674545288},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17897957563400269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7561053037643433},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5597845315933228},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.544224739074707},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.5274266004562378},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.5242167711257935},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4915209710597992},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.47914737462997437},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4563004672527313},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.45531025528907776},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.4355284571647644},{"id":"https://openalex.org/C190793597","wikidata":"https://www.wikidata.org/wiki/Q189768","display_name":"Application layer","level":3,"score":0.42823082208633423},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4122184216976166},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31816691160202026},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.23591095209121704},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.22882628440856934},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21418088674545288},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17897957563400269},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-47274-4_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47274-4_27","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"Advances in Intelligent Systems and Computing","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":7,"referenced_works":["https://openalex.org/W136389362","https://openalex.org/W1601009504","https://openalex.org/W2111072639","https://openalex.org/W2134603844","https://openalex.org/W2149496630","https://openalex.org/W2249506469","https://openalex.org/W2466964703"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W3152891574","https://openalex.org/W2249809453","https://openalex.org/W4284893819","https://openalex.org/W4316881845"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}