{"id":"https://openalex.org/W2164128149","doi":"https://doi.org/10.1109/fuzz.2003.1206607","title":"Detecting denial of service attacks using support vector machines","display_name":"Detecting denial of service attacks using support vector machines","publication_year":2004,"publication_date":"2004-03-01","ids":{"openalex":"https://openalex.org/W2164128149","doi":"https://doi.org/10.1109/fuzz.2003.1206607","mag":"2164128149"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz.2003.1206607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1206607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","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/A5113707271","display_name":"Srinivas Mukkamala","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"S. Mukkamala","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5027821975","display_name":"Andrew H. Sung","orcid":"https://orcid.org/0009-0005-0815-3102"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A.H. Sung","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113707271"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3175,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.90579932,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2","issue":null,"first_page":"1231","last_page":"1236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9977999925613403,"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/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.8174558281898499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8074799180030823},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8014988899230957},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6698247790336609},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6063673496246338},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5130366086959839},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5109114050865173},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"Openness to experience","score":0.492693692445755},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4683040380477905},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.4511708915233612},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4483017325401306},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.43606802821159363},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4274933338165283},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.422943115234375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3381592929363251},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14505928754806519}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.8174558281898499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8074799180030823},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8014988899230957},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6698247790336609},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6063673496246338},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5130366086959839},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5109114050865173},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.492693692445755},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4683040380477905},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.4511708915233612},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4483017325401306},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43606802821159363},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4274933338165283},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.422943115234375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3381592929363251},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14505928754806519},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz.2003.1206607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1206607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4399999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W3313180","https://openalex.org/W66410152","https://openalex.org/W76065616","https://openalex.org/W149008853","https://openalex.org/W1479962251","https://openalex.org/W1483817343","https://openalex.org/W1492833693","https://openalex.org/W1539150806","https://openalex.org/W1543456900","https://openalex.org/W1583975142","https://openalex.org/W1586882435","https://openalex.org/W1592090113","https://openalex.org/W1598022263","https://openalex.org/W1605489684","https://openalex.org/W1642161394","https://openalex.org/W1959547409","https://openalex.org/W1964549039","https://openalex.org/W1982230793","https://openalex.org/W1992820542","https://openalex.org/W2021191744","https://openalex.org/W2031297062","https://openalex.org/W2094138658","https://openalex.org/W2102449843","https://openalex.org/W2106997041","https://openalex.org/W2117002131","https://openalex.org/W2120617515","https://openalex.org/W2146196597","https://openalex.org/W2150147654","https://openalex.org/W2156909104","https://openalex.org/W2166332868","https://openalex.org/W2166657964","https://openalex.org/W2340406763","https://openalex.org/W3105682467","https://openalex.org/W3136767761","https://openalex.org/W4285719527","https://openalex.org/W6602753223","https://openalex.org/W6606013009","https://openalex.org/W6628613698","https://openalex.org/W6629024004","https://openalex.org/W6629494705","https://openalex.org/W6632378163","https://openalex.org/W6632427156","https://openalex.org/W6634829514","https://openalex.org/W6635409250","https://openalex.org/W6635485772","https://openalex.org/W6636895364","https://openalex.org/W6675647833","https://openalex.org/W6681545543","https://openalex.org/W6682138790","https://openalex.org/W6684679328","https://openalex.org/W6816518362"],"related_works":["https://openalex.org/W2061466315","https://openalex.org/W2376886931","https://openalex.org/W1992118813","https://openalex.org/W2010561419","https://openalex.org/W2374845301","https://openalex.org/W2351448539","https://openalex.org/W1977863481","https://openalex.org/W2384741105","https://openalex.org/W1495178644","https://openalex.org/W2185594426"],"abstract_inverted_index":{"The":[0,60],"complexity,":[1],"openness,":[2],"and":[3,98],"increasing":[4],"accessibility":[5],"of":[6,15,23,28,117],"the":[7,13,44,118,124],"Internet":[8],"have":[9],"all":[10],"greatly":[11],"increased":[12],"risk":[14],"information":[16,36],"system":[17,37,46],"security":[18],"availability.":[19],"A":[20],"serious":[21],"type":[22],"network":[24],"attacks":[25,54],"is":[26,32,63],"Denial":[27],"Service":[29],"(DoS),":[30],"which":[31],"performed":[33],"against":[34],"an":[35],"to":[38,64,107,122,130],"prevent":[39],"legitimate":[40],"users":[41],"from":[42,80],"accessing":[43],"compromised":[45],"for":[47],"service.":[48],"This":[49],"paper":[50],"concerns":[51],"detecting":[52],"DoS":[53,74,109,131],"using":[55,67,105],"Support":[56],"Vector":[57],"Machines":[58],"(SVMs).":[59],"key":[61,125],"idea":[62],"train":[65],"SVMs":[66,106],"already":[68],"discovered":[69],"patterns":[70],"(signatures)":[71],"that":[72,95,127],"represent":[73],"attacks.":[75,110],"Using":[76],"a":[77,81],"benchmark":[78],"data":[79,121],"KDD":[82],"competition":[83],"designed":[84],"by":[85,104],"DARPA":[86,119],"(U.S.":[87],"Defense":[88],"Advanced":[89],"Research":[90],"Projects":[91],"Agency),":[92],"we":[93,112],"demonstrate":[94],"highly":[96],"efficient":[97],"accurate":[99],"classifiers":[100],"can":[101],"be":[102],"constructed":[103],"detect":[108],"Further,":[111],"also":[113],"perform":[114],"feature":[115],"ranking":[116],"intrusion":[120],"identify":[123],"features":[126],"are":[128],"important":[129],"detection.":[132]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
