{"id":"https://openalex.org/W2066597043","doi":"https://doi.org/10.1145/2345396.2345489","title":"Genetic algorithm combined with support vector machine for building an intrusion detection system","display_name":"Genetic algorithm combined with support vector machine for building an intrusion detection system","publication_year":2012,"publication_date":"2012-08-03","ids":{"openalex":"https://openalex.org/W2066597043","doi":"https://doi.org/10.1145/2345396.2345489","mag":"2066597043"},"language":"en","primary_location":{"id":"doi:10.1145/2345396.2345489","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2345396.2345489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Computing, Communications and Informatics","raw_type":"proceedings-article"},"type":"article","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/A5060797340","display_name":"Sriparna Saha","orcid":"https://orcid.org/0000-0001-5458-9381"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sriparna Saha","raw_affiliation_strings":["IIT Patna Patna, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Patna Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035002083","display_name":"Ashok Singh Sairam","orcid":"https://orcid.org/0000-0001-9527-6496"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashok Singh Sairam","raw_affiliation_strings":["IIT Patna Patna, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Patna Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103827486","display_name":"Amulya Yadav","orcid":null},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amulya Yadav","raw_affiliation_strings":["IIT Patna"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Patna","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085370631","display_name":"Asif Ekbal","orcid":"https://orcid.org/0000-0003-3612-8834"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asif Ekbal","raw_affiliation_strings":["IIT Patna Patna, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Patna Patna, India","institution_ids":["https://openalex.org/I132153292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8632,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.86564667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"566","last_page":"572"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9979000091552734,"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":0.9979000091552734,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.991100013256073,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7921095490455627},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7880328893661499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6939900517463684},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5343526601791382},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4283914864063263},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3914693295955658},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3731675148010254},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33976536989212036},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33521610498428345}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7921095490455627},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7880328893661499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6939900517463684},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5343526601791382},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4283914864063263},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3914693295955658},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3731675148010254},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33976536989212036},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33521610498428345}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2345396.2345489","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2345396.2345489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Computing, Communications and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W76202575","https://openalex.org/W1570713908","https://openalex.org/W1603184524","https://openalex.org/W2071342743","https://openalex.org/W2102831150","https://openalex.org/W2102910135","https://openalex.org/W2104692292","https://openalex.org/W2109894153","https://openalex.org/W2119821739","https://openalex.org/W2141409867","https://openalex.org/W2157366001","https://openalex.org/W2161084684","https://openalex.org/W2186446752","https://openalex.org/W2998216295","https://openalex.org/W3023540311","https://openalex.org/W4238949895","https://openalex.org/W4246493034","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2387580700","https://openalex.org/W2746581472","https://openalex.org/W2899285606","https://openalex.org/W60934498","https://openalex.org/W2364419519","https://openalex.org/W2113981829","https://openalex.org/W2112959154","https://openalex.org/W2017948608","https://openalex.org/W2360767377","https://openalex.org/W2360951146"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"develop":[4],"an":[5],"intrusion":[6],"detection":[7],"system":[8],"(IDS)":[9],"based":[10],"on":[11,48],"machine":[12],"learning.":[13],"We":[14],"employ":[15],"genetic":[16],"algorithm":[17],"(GA)":[18],"along":[19],"with":[20],"Support":[21],"Vector":[22],"Machine":[23],"(SVM)":[24],"for":[25,65],"automatically":[26],"determining":[27],"the":[28,46,49],"appropriate":[29],"set":[30],"of":[31,44],"features.":[32],"The":[33],"idea":[34],"is":[35],"then":[36],"developed":[37],"into":[38],"a":[39,63],"fully":[40],"functional":[41],"IDS.":[42],"Experiments":[43],"testing":[45],"IDS":[47],"benchmark":[50],"KDD":[51],"CUP":[52],"99":[53],"datasets":[54],"are":[55],"presented.":[56],"Results":[57],"show":[58],"encouraging":[59],"performance":[60],"that":[61],"opens":[62],"avenue":[64],"further":[66],"research.":[67]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}