{"id":"https://openalex.org/W2053010278","doi":"https://doi.org/10.1109/iihmsp.2007.4457786","title":"Fuzzy Belief Reasoning for Intrusion Detection Design","display_name":"Fuzzy Belief Reasoning for Intrusion Detection Design","publication_year":2007,"publication_date":"2007-11-01","ids":{"openalex":"https://openalex.org/W2053010278","doi":"https://doi.org/10.1109/iihmsp.2007.4457786","mag":"2053010278"},"language":"en","primary_location":{"id":"doi:10.1109/iihmsp.2007.4457786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iihmsp.2007.4457786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007)","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/A5077580517","display_name":"Te\u2010Shun Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Te-Shun Chou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Florida International University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Florida International University, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110040508","display_name":"Kang K. Yen","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kang K. Yen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Florida International University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Florida International University, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111906965","display_name":"Niki Pissinou","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niki Pissinou","raw_affiliation_strings":["Telecommunications and Information Technology Institute, Florida International University, USA"],"affiliations":[{"raw_affiliation_string":"Telecommunications and Information Technology Institute, Florida International University, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089109183","display_name":"Kia Makki","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kia Makki","raw_affiliation_strings":["Telecommunications and Information Technology Institute, Florida International University, USA"],"affiliations":[{"raw_affiliation_string":"Telecommunications and Information Technology Institute, Florida International University, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077580517"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":0.6417,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.72894273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"621","last_page":"624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9958000183105469,"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":0.9958000183105469,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9656000137329102,"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":0.6921579837799072},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6812266111373901},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6517902612686157},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6449579000473022},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5743807554244995},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5720829367637634},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5683701634407043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.525345504283905},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5248092412948608},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4893023669719696},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3903750777244568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6921579837799072},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6812266111373901},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6517902612686157},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6449579000473022},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5743807554244995},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5720829367637634},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5683701634407043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.525345504283905},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5248092412948608},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4893023669719696},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3903750777244568}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iihmsp.2007.4457786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iihmsp.2007.4457786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W199536678","https://openalex.org/W1512921847","https://openalex.org/W1967320885","https://openalex.org/W1990368529","https://openalex.org/W2040895929","https://openalex.org/W2113076747","https://openalex.org/W2125055259","https://openalex.org/W2130695501","https://openalex.org/W2159160074","https://openalex.org/W2403746960","https://openalex.org/W2904900506","https://openalex.org/W4256561644","https://openalex.org/W4285719527","https://openalex.org/W4301347335","https://openalex.org/W6608020875","https://openalex.org/W6642162515"],"related_works":["https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W2804364458","https://openalex.org/W4254602698","https://openalex.org/W2394461323","https://openalex.org/W2349441905","https://openalex.org/W2122022187","https://openalex.org/W2115529843"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,88],"method":[6],"to":[7,27,40],"resolve":[8],"uncertainty":[9],"problems":[10],"by":[11],"incorporating":[12],"fuzzy":[13,74],"clustering":[14],"technique":[15,24],"and":[16,33,77],"Dempster-Shafer":[17],"theory.":[18],"Also,":[19],"the":[20,30,42,47,63,94],"k-nearest":[21],"neighbors":[22],"(k-NN)":[23],"is":[25,38,59],"applied":[26],"speed":[28],"up":[29],"detection":[31,55],"process":[32],"C4.5":[34],"decision":[35],"tree":[36],"algorithm":[37],"used":[39],"improve":[41],"classification":[43],"accuracy.":[44],"For":[45],"verifying":[46],"performance":[48,90],"of":[49,65,71],"our":[50,66,85],"classifier,":[51,73],"DARPA":[52],"KDD99":[53],"intrusion":[54],"evaluation":[56],"data":[57],"set":[58],"used.":[60],"We":[61],"compare":[62],"results":[64],"proposed":[67],"approach":[68,86],"with":[69],"those":[70],"k-NN":[72,75,79],"classifier":[76],"evidence-theoretic":[78],"classifier.":[80],"The":[81],"result":[82],"indicates":[83],"that":[84],"has":[87],"better":[89],"than":[91],"these":[92],"from":[93],"other":[95],"three":[96],"classifiers.":[97]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
