{"id":"https://openalex.org/W2950124051","doi":"https://doi.org/10.1007/978-3-030-21952-9_11","title":"Cyber Attack Detection by Using Neural Network Approaches: Shallow Neural Network, Deep Neural Network and AutoEncoder","display_name":"Cyber Attack Detection by Using Neural Network Approaches: Shallow Neural Network, Deep Neural Network and AutoEncoder","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2950124051","doi":"https://doi.org/10.1007/978-3-030-21952-9_11","mag":"2950124051"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-21952-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21952-9_11","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/A5028382397","display_name":"Serpil \u00dcstebay","orcid":"https://orcid.org/0000-0003-0541-0765"},"institutions":[{"id":"https://openalex.org/I57913696","display_name":"Istanbul Medeniyet University","ror":"https://ror.org/05j1qpr59","country_code":"TR","type":"education","lineage":["https://openalex.org/I57913696"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Serpil Ustebay","raw_affiliation_strings":["Istanbul Medeniyet University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Medeniyet University, Istanbul, Turkey","institution_ids":["https://openalex.org/I57913696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053260479","display_name":"Zeynep Turgut","orcid":"https://orcid.org/0000-0002-9416-609X"},"institutions":[{"id":"https://openalex.org/I25010766","display_name":"Hali\u00e7 University","ror":"https://ror.org/022xhck05","country_code":"TR","type":"education","lineage":["https://openalex.org/I25010766"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Zeynep Turgut","raw_affiliation_strings":["Halic University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Halic University, Istanbul, Turkey","institution_ids":["https://openalex.org/I25010766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013726817","display_name":"Muhammed Ali Ayd\u0131n","orcid":"https://orcid.org/0000-0002-1846-6090"},"institutions":[{"id":"https://openalex.org/I4210112471","display_name":"Istanbul University-Cerrahpa\u015fa","ror":"https://ror.org/01dzn5f42","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210112471"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M. Ali Aydin","raw_affiliation_strings":["Istanbul University-Cerrahpasa, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul University-Cerrahpasa, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210112471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053260479"],"corresponding_institution_ids":["https://openalex.org/I25010766"],"apc_list":null,"apc_paid":null,"fwci":5.9137,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.96906064,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"144","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9986000061035156,"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/autoencoder","display_name":"Autoencoder","score":0.8254868388175964},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7965259552001953},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.765737771987915},{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.6732288002967834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6189707517623901},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.5208288431167603},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.44170594215393066},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42767050862312317},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.42309439182281494},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3920283317565918},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3819820284843445},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1833617389202118},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1245202124118805},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07899096608161926},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06946727633476257}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8254868388175964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965259552001953},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.765737771987915},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.6732288002967834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6189707517623901},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.5208288431167603},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.44170594215393066},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42767050862312317},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.42309439182281494},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3920283317565918},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3819820284843445},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1833617389202118},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1245202124118805},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07899096608161926},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06946727633476257}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-21952-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21952-9_11","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":15,"referenced_works":["https://openalex.org/W1577117059","https://openalex.org/W2017795724","https://openalex.org/W2136520403","https://openalex.org/W2159669151","https://openalex.org/W2379726672","https://openalex.org/W2440677330","https://openalex.org/W2565516711","https://openalex.org/W2598684549","https://openalex.org/W2607252931","https://openalex.org/W2789828921","https://openalex.org/W2802423050","https://openalex.org/W2805759997","https://openalex.org/W2807601763","https://openalex.org/W2834705605","https://openalex.org/W2890454700"],"related_works":["https://openalex.org/W2294483539","https://openalex.org/W2378449000","https://openalex.org/W3187581118","https://openalex.org/W2938399969","https://openalex.org/W2616994865","https://openalex.org/W3143747655","https://openalex.org/W2002178493","https://openalex.org/W2901835651","https://openalex.org/W4230824443","https://openalex.org/W2292210693"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}