{"id":"https://openalex.org/W2095150895","doi":"https://doi.org/10.5220/0005015501840189","title":"Enhanced Intrusion Detection System Based on Bat Algorithm-support Vector Machine","display_name":"Enhanced Intrusion Detection System Based on Bat Algorithm-support Vector Machine","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2095150895","doi":"https://doi.org/10.5220/0005015501840189","mag":"2095150895"},"language":"en","primary_location":{"id":"doi:10.5220/0005015501840189","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005015501840189","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Security and Cryptography","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005015501840189","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076196659","display_name":"Adriana-Cristina Enache","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Adriana-Cristina Enache","raw_affiliation_strings":["University Politehnica of Bucharest, Romania","[Faculty of Automatic Control and Computer Science, University POLITEHNICA of Bucharest, Bucharest, Romania]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"[Faculty of Automatic Control and Computer Science, University POLITEHNICA of Bucharest, Bucharest, Romania]","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069773330","display_name":"Valentin Sg\u00e2rciu","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Valentin Sg\u00e2rciu","raw_affiliation_strings":["University Politehnica of Bucharest, Romania","[Faculty of Automatic Control and Computer Science, University POLITEHNICA of Bucharest, Bucharest, Romania]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"[Faculty of Automatic Control and Computer Science, University POLITEHNICA of Bucharest, Bucharest, Romania]","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":1.9319,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.870855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"184","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.996999979019165,"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/support-vector-machine","display_name":"Support vector machine","score":0.8285958766937256},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7802631258964539},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7192054986953735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4895995259284973},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41363561153411865},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3652329444885254},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3434191644191742},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3236953020095825}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8285958766937256},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7802631258964539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7192054986953735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4895995259284973},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41363561153411865},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3652329444885254},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3434191644191742},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3236953020095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005015501840189","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005015501840189","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Security and Cryptography","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0005015501840189","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005015501840189","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Security and Cryptography","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1513364997","https://openalex.org/W1976744965","https://openalex.org/W1980346192","https://openalex.org/W1986239185","https://openalex.org/W2043488438","https://openalex.org/W2099940443","https://openalex.org/W2108028245","https://openalex.org/W2133990480","https://openalex.org/W2143978378","https://openalex.org/W3155353188"],"related_works":["https://openalex.org/W4205958290","https://openalex.org/W2099369243","https://openalex.org/W2041399278","https://openalex.org/W2345184372","https://openalex.org/W4223656335","https://openalex.org/W3194539120","https://openalex.org/W2136184105","https://openalex.org/W2187500075","https://openalex.org/W2163073107","https://openalex.org/W2141705618"],"abstract_inverted_index":{"As":[0],"new":[1,28,64],"security":[2,33],"intrusions":[3],"arise":[4],"so":[5],"does":[6],"the":[7,53,60,70,83,102,114,127],"demand":[8],"for":[9,151],"viable":[10],"intrusion":[11],"detection":[12,143],"systems":[13],"These":[14],"solutions":[15],"must":[16],"deal":[17],"with":[18,93],"huge":[19],"data":[20,104],"volumes,":[21],"high":[22],"speed":[23],"network":[24],"traffics":[25],"and":[26,29,106,131,146],"countervail":[27],"various":[30],"types":[31],"of":[32,62,72,79,116,139],"threats.":[34],"In":[35],"this":[36],"paper":[37,81],"we":[38,100,132],"combine":[39],"existing":[40],"technologies":[41],"to":[42,125],"construct":[43],"an":[44],"Anomaly":[45],"based":[46,88],"Intrusion":[47],"Detection":[48],"System.":[49],"Our":[50],"approach":[51,123],"improves":[52],"Support":[54],"Vector":[55],"Machine":[56],"classifier":[57,130],"by":[58,69],"exploiting":[59],"advantages":[61],"a":[63],"swarm":[65],"intelligence":[66],"algorithm":[67],"inspired":[68],"environment":[71],"microbats":[73],"(Bat":[74],"Algorithm).":[75],"The":[76],"main":[77],"contribution":[78],"our":[80,98,122],"is":[82],"novel":[84],"feature":[85],"selection":[86],"model":[87,99],"on":[89],"Binary":[90,118],"Bat":[91,119],"Algorithm":[92],"Levy":[94,110],"flights.":[95],"To":[96],"test":[97],"use":[101],"NSL-KDD":[103],"set":[105],"empirically":[107],"prove":[108],"that":[109],"flights":[111],"can":[112],"upgrade":[113],"exploration":[115],"standard":[117],"Algorithm.":[120],"Furthermore,":[121],"succeeds":[124],"enhance":[126],"default":[128],"SVM":[129],"obtain":[133],"good":[134],"performance":[135],"measures":[136],"in":[137],"terms":[138],"accuracy":[140],"(90.06%),":[141],"attack":[142],"rate":[144,149],"(95.05%)":[145],"false":[147],"alarm":[148],"(4.4%)":[150],"unknown":[152],"attacks.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}