{"id":"https://openalex.org/W2184445104","doi":null,"title":"Fast Neural Intrusion Detection System Based on Hidden Weight Optimization Algorithm and Feature Selection","display_name":"Fast Neural Intrusion Detection System Based on Hidden Weight Optimization Algorithm and Feature Selection","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2184445104","mag":"2184445104"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.388.5591","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.388.5591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.idosi.org/wasj/wasj7(c%26it)/7.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5055929404","display_name":"Mansour Sheikhan","orcid":"https://orcid.org/0000-0002-4733-6113","observed_orcids":["https://orcid.org/0000-0002-4733-6113"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mansour Sheikhan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4733-6113","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5055929404"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3064,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92733564,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9980000257492065,"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":0.9980000257492065,"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":0.0008999999845400453,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.0006000000284984708,"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/intrusion-detection","display_name":"intrusion detection","score":0.9319999814033508},{"id":"https://openalex.org/keywords/neural-network-classifier","display_name":"neural network classifier","score":0.6110000014305115},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.7910000085830688},{"id":"https://openalex.org/keywords/feature-importance-analysis","display_name":"feature importance analysis","score":0.7889999747276306},{"id":"https://openalex.org/keywords/training-speed","display_name":"training speed","score":0.6970000267028809},{"id":"https://openalex.org/keywords/remote-to-local-attacks","display_name":"remote-to-local attacks","score":0.9079999923706055},{"id":"https://openalex.org/keywords/false-alarm-rate","display_name":"false alarm rate","score":0.8309999704360962}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8417484760284424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7143885493278503},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.6522790193557739},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6314613819122314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6263333559036255},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.5881270170211792},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5774015784263611},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5376635193824768},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5233629941940308},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.47469228506088257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45997902750968933},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42239248752593994},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.42119163274765015},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33975276350975037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1231808066368103},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.08227270841598511}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.388.5591","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.388.5591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.idosi.org/wasj/wasj7(c%26it)/7.pdf","raw_type":"text"},{"id":"mag:2184445104","doi":null,"is_oa":false,"landing_page_url":"http://www.idosi.org/wasj/wasj7(c&it)/7.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W162146437","https://openalex.org/W189008923","https://openalex.org/W1503295588","https://openalex.org/W1518282925","https://openalex.org/W1687244664","https://openalex.org/W1866355538","https://openalex.org/W1908122868","https://openalex.org/W1959547409","https://openalex.org/W1963911016","https://openalex.org/W1968402235","https://openalex.org/W1969660759","https://openalex.org/W1979877030","https://openalex.org/W1983827610","https://openalex.org/W1995126785","https://openalex.org/W2040022990","https://openalex.org/W2047668656","https://openalex.org/W2059682003","https://openalex.org/W2061406732","https://openalex.org/W2062318715","https://openalex.org/W2093488494","https://openalex.org/W2100507643","https://openalex.org/W2104593144","https://openalex.org/W2106442760","https://openalex.org/W2107409339","https://openalex.org/W2110531057","https://openalex.org/W2120617515","https://openalex.org/W2122799296","https://openalex.org/W2123387822","https://openalex.org/W2123619513","https://openalex.org/W2125691288","https://openalex.org/W2130945372","https://openalex.org/W2139562214","https://openalex.org/W2140207729","https://openalex.org/W2142889610","https://openalex.org/W2148484392","https://openalex.org/W2150847526","https://openalex.org/W2170335877","https://openalex.org/W2171379261","https://openalex.org/W2534156641","https://openalex.org/W3032603470","https://openalex.org/W3150413596"],"related_works":["https://openalex.org/W2407125289","https://openalex.org/W4288035982","https://openalex.org/W2148244131","https://openalex.org/W4321791293","https://openalex.org/W7217338063","https://openalex.org/W2279456409","https://openalex.org/W2385279498","https://openalex.org/W4411097399","https://openalex.org/W2171365276","https://openalex.org/W4392459874"],"abstract_inverted_index":{"Abstract:":[0],"Intrusion":[1,122],"detection":[2,31,95,116,123],"is":[3,42,59,90,111],"known":[4],"as":[5,118],"an":[6],"essential":[7],"component":[8],"to":[9,26,61],"secure":[10],"the":[11,35,63,77,108],"systems":[12],"in":[13,92],"information":[14],"and":[15,68,89,98],"communication":[16],"technology":[17],"(ICT).":[18],"In":[19],"this":[20],"paper,":[21],"two":[22],"mechanisms":[23],"are":[24],"used":[25],"achieve":[27],"a":[28,55],"fast":[29,128],"intrusion":[30,115],"system":[32,79,110],"(IDS):":[33],"1)":[34],"training":[36,52,129],"speed":[37],"of":[38,65,70,94,107],"neural":[39,71,125],"attack":[40,87],"classifier":[41],"improved":[43],"by":[44],"using":[45],"output":[46],"weight":[47,49],"optimization-hidden":[48],"optimization":[50],"(OWO-HWO)":[51],"algorithm,":[53],"2)":[54],"feature":[56,131],"relevance":[57],"analysis":[58],"performed":[60],"decrease":[62],"number":[64],"input":[66],"features":[67],"size":[69],"classifier.":[72],"Experimental":[73],"results":[74],"show":[75],"that":[76],"proposed":[78,109],"improves":[80],"classification":[81],"rates,":[82],"especially":[83],"for":[84],"remote-to-local":[85],"(R2L)":[86],"category":[88],"effective":[91],"terms":[93],"rate":[96,105],"(DR)":[97],"cost":[99],"per":[100],"example":[101],"(CPE).":[102],"False":[103],"alarm":[104],"(FAR)":[106],"comparable":[112],"with":[113],"other":[114],"systems,":[117],"well.":[119],"Key":[120],"words:":[121],"\u2022":[124,127,130],"model":[126],"selection":[132]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2016-06-24T00:00:00"}