{"id":"https://openalex.org/W1992616346","doi":"https://doi.org/10.1109/isias.2010.5604063","title":"Towards intrusion detection by information retrieval and genetic programming","display_name":"Towards intrusion detection by information retrieval and genetic programming","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W1992616346","doi":"https://doi.org/10.1109/isias.2010.5604063","mag":"1992616346"},"language":"en","primary_location":{"id":"doi:10.1109/isias.2010.5604063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isias.2010.5604063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Information Assurance and Security","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088934266","display_name":"Pavel Kr\u00f6mer","orcid":"https://orcid.org/0000-0001-8428-3332"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Pavel Kromer","raw_affiliation_strings":["V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","VSB-Technical University of Ostrava, 17. listopadu 15, 708 33 Poruba, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]},{"raw_affiliation_string":"VSB-Technical University of Ostrava, 17. listopadu 15, 708 33 Poruba, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038161265","display_name":"Jan Plato\u0161","orcid":"https://orcid.org/0000-0002-8481-0136"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Platos","raw_affiliation_strings":["V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","VSB-Technical University of Ostrava, 17. listopadu 15, 708 33 Poruba, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]},{"raw_affiliation_string":"VSB-Technical University of Ostrava, 17. listopadu 15, 708 33 Poruba, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011543714","display_name":"V\u00e1clav Sn\u00e5\u0161el","orcid":"https://orcid.org/0000-0002-9600-8319"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Vaclav Snasel","raw_affiliation_strings":["V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","VSB-Technical University of Ostrava, 17. listopadu 15, 708 33 Poruba, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]},{"raw_affiliation_string":"VSB-Technical University of Ostrava, 17. listopadu 15, 708 33 Poruba, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087542455","display_name":"Ajith Abraham","orcid":"https://orcid.org/0000-0002-0169-6738"},"institutions":[{"id":"https://openalex.org/I4210107658","display_name":"Machine Intelligence Research Labs","ror":"https://ror.org/013kgb629","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210107658"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajith Abraham","raw_affiliation_strings":["Scientific Network for Innovation, Machine Intelligence Research Labs (MIR Labs), WA, USA","Machine Intelligence Research Labs (MIR Labs), Scientific Network for Innovation and Research Excellence, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scientific Network for Innovation, Machine Intelligence Research Labs (MIR Labs), WA, USA","institution_ids":["https://openalex.org/I4210107658"]},{"raw_affiliation_string":"Machine Intelligence Research Labs (MIR Labs), Scientific Network for Innovation and Research Excellence, WA, USA","institution_ids":["https://openalex.org/I4210107658"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3623,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81031257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"112","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9991000294685364,"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":0.9959999918937683,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7918268442153931},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7642514705657959},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6858800053596497},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6580641269683838},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6338439583778381},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5927579998970032},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5308628678321838},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5295218825340271},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.505160391330719},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.49747613072395325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7918268442153931},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7642514705657959},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6858800053596497},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6580641269683838},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6338439583778381},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5927579998970032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5308628678321838},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5295218825340271},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.505160391330719},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.49747613072395325}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isias.2010.5604063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isias.2010.5604063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Information Assurance and Security","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.261.4233","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.261.4233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.softcomputing.net/ias10_pavel.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322741","display_name":"Ministerstvo Pr\u016fmyslu a Obchodu","ror":"https://ror.org/03j4eb467"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W83876686","https://openalex.org/W1513108299","https://openalex.org/W1543488019","https://openalex.org/W1576818901","https://openalex.org/W1596287723","https://openalex.org/W1848473654","https://openalex.org/W2081704081","https://openalex.org/W2097571405","https://openalex.org/W2127895987","https://openalex.org/W4210424113","https://openalex.org/W4233310503"],"related_works":["https://openalex.org/W2337148208","https://openalex.org/W3004832009","https://openalex.org/W3036013726","https://openalex.org/W1971929717","https://openalex.org/W1724519426","https://openalex.org/W2351051591","https://openalex.org/W2369534771","https://openalex.org/W2357468538","https://openalex.org/W1548126107","https://openalex.org/W2209997499"],"abstract_inverted_index":{"Fuzzy":[0],"classifiers":[1,34],"and":[2,11,26,39,58],"fuzzy":[3,33,45,54],"rules":[4],"are":[5],"powerful":[6],"tools":[7],"in":[8],"data":[9,23,49,78],"mining":[10,24],"knowledge":[12],"discovery.":[13],"In":[14],"this":[15],"work,":[16],"intrusion":[17,38,76],"detection":[18,36,77],"is":[19,29,68],"approached":[20],"as":[21,52],"a":[22,48,53],"task":[25],"genetic":[27],"programming":[28],"deployed":[30],"to":[31,62],"evolve":[32],"for":[35],"of":[37],"security":[40],"problems.":[41],"We":[42],"train":[43],"the":[44,72],"classifier":[46],"on":[47,71],"set":[50],"modeled":[51],"information":[55],"retrieval":[56],"collection":[57],"investigate":[59],"its":[60],"ability":[61],"detect":[63],"illegitimate":[64],"actions.":[65],"Proposed":[66],"approach":[67],"experimentally":[69],"evaluated":[70],"popular":[73],"KDD":[74],"Cup":[75],"set.":[79]},"counts_by_year":[{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
