{"id":"https://openalex.org/W2525196909","doi":"https://doi.org/10.1007/978-3-319-47364-2_49","title":"Intrusion Detection with Neural Networks Based on Knowledge Extraction by Decision Tree","display_name":"Intrusion Detection with Neural Networks Based on Knowledge Extraction by Decision Tree","publication_year":2016,"publication_date":"2016-09-30","ids":{"openalex":"https://openalex.org/W2525196909","doi":"https://doi.org/10.1007/978-3-319-47364-2_49","mag":"2525196909"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-47364-2_49","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-47364-2_49","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-319-47364-2_49","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051455288","display_name":"C\u00e9sar Guevara","orcid":"https://orcid.org/0000-0003-1571-5829"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"C\u00e9sar Guevara","raw_affiliation_strings":["Department of Computer Architecture and Automatic Control, University Complutense of Madrid, 28040, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Automatic Control, University Complutense of Madrid, 28040, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087299959","display_name":"Matilde Santos","orcid":"https://orcid.org/0000-0003-1993-8368"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Matilde Santos","raw_affiliation_strings":["Department of Computer Architecture and Automatic Control, University Complutense of Madrid, 28040, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Automatic Control, University Complutense of Madrid, 28040, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036972697","display_name":"Victoria L\u00f3pez","orcid":"https://orcid.org/0000-0001-6332-5572"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Victoria L\u00f3pez","raw_affiliation_strings":["Department of Computer Architecture and Automatic Control, University Complutense of Madrid, 28040, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Automatic Control, University Complutense of Madrid, 28040, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051455288"],"corresponding_institution_ids":["https://openalex.org/I121748325"],"apc_list":null,"apc_paid":null,"fwci":1.5477,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85229481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"508","last_page":"517"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9988999962806702,"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":0.9976999759674072,"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":0.8464576005935669},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6743309497833252},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6597909927368164},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.57278972864151},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5348073244094849},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.497299462556839},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.492707759141922},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.48554059863090515},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.4674680233001709},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44934120774269104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.401511549949646},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3178500235080719},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09796404838562012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8464576005935669},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6743309497833252},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6597909927368164},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.57278972864151},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5348073244094849},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.497299462556839},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.492707759141922},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48554059863090515},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.4674680233001709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44934120774269104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.401511549949646},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3178500235080719},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09796404838562012},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-47364-2_49","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-47364-2_49","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-47364-2_49","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-47364-2_49","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7799999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322526","display_name":"Secretar\u00eda de Educaci\u00f3n Superior, Ciencia, Tecnolog\u00eda e Innovaci\u00f3n","ror":"https://ror.org/056c6e777"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1558143179","https://openalex.org/W1677464440","https://openalex.org/W1969466477","https://openalex.org/W2068279264","https://openalex.org/W2138710658","https://openalex.org/W2150129901","https://openalex.org/W2189456526","https://openalex.org/W2191006491","https://openalex.org/W2306698359","https://openalex.org/W2317138680","https://openalex.org/W2343835906"],"related_works":["https://openalex.org/W4377700919","https://openalex.org/W2095509376","https://openalex.org/W2533491448","https://openalex.org/W4213425153","https://openalex.org/W2987481998","https://openalex.org/W2378190508","https://openalex.org/W1536111040","https://openalex.org/W2591752341","https://openalex.org/W2122022187","https://openalex.org/W2115529843"],"abstract_inverted_index":{"Detection":[0],"of":[1,48,58,117],"intruders":[2],"or":[3],"unauthorized":[4,73],"access":[5,74],"to":[6,51,62,71,75,83,88,95,107],"computers":[7],"has":[8],"always":[9],"been":[10],"critical":[11],"when":[12],"dealing":[13],"with":[14],"information":[15],"systems,":[16],"where":[17],"security,":[18],"integrity":[19],"and":[20,27,30,37,41],"privacy":[21],"are":[22,34,93,102],"key":[23],"issues.":[24],"Although":[25],"more":[26,28],"sophisticated":[29],"efficient":[31],"detection":[32],"strategies":[33],"being":[35],"developed":[36],"implemented,":[38],"both":[39],"hardware":[40],"software,":[42],"there":[43],"is":[44,61,80,123],"still":[45],"the":[46,89],"necessity":[47],"improving":[49],"them":[50],"completely":[52],"eradicate":[53],"illegitimate":[54],"access.":[55],"The":[56,111],"purpose":[57],"this":[59,115],"paper":[60],"show":[63],"how":[64],"soft":[65],"computing":[66],"techniques":[67,119],"can":[68],"be":[69],"used":[70,94],"identify":[72,108],"computers.":[76],"Advanced":[77],"data":[78,122],"analysis":[79],"first":[81],"applied":[82],"obtain":[84,96],"a":[85],"qualitative":[86],"approach":[87],"data.":[90],"Decision":[91],"tree":[92],"users\u2019":[97],"behavior":[98],"patterns.":[99],"Neural":[100],"networks":[101],"then":[103],"chosen":[104],"as":[105],"classifiers":[106],"intrusion":[109],"detection.":[110],"result":[112],"obtained":[113],"applying":[114],"combination":[116],"intelligent":[118],"on":[120],"real":[121],"encouraging.":[124]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-10-07T00:00:00"}
