{"id":"https://openalex.org/W2972013603","doi":"https://doi.org/10.1109/codit.2019.8820501","title":"A New Network Anomaly Detection Method Based on Header Information Using Greedy Algorithm","display_name":"A New Network Anomaly Detection Method Based on Header Information Using Greedy Algorithm","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2972013603","doi":"https://doi.org/10.1109/codit.2019.8820501","mag":"2972013603"},"language":"en","primary_location":{"id":"doi:10.1109/codit.2019.8820501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2019.8820501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5074342652","display_name":"\u00c7a\u011fatay Ate\u015f","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cagatay Ates","raw_affiliation_strings":["Departmen of Electrical and Electronics Engineering, Bo??azi??i University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departmen of Electrical and Electronics Engineering, Bo??azi??i University, Istanbul, Turkey","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049341278","display_name":"S\u00fcleyman \u00d6zdel","orcid":"https://orcid.org/0000-0002-3390-6154"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suleyman Ozdel","raw_affiliation_strings":["Departmen of Electrical and Electronics Engineering, Bo??azi??i University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departmen of Electrical and Electronics Engineering, Bo??azi??i University, Istanbul, Turkey","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005997374","display_name":"Emin Anar\u0131m","orcid":"https://orcid.org/0000-0002-3305-7674"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emin Anarim","raw_affiliation_strings":["Departmen of Electrical and Electronics Engineering, Bo??azi??i University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departmen of Electrical and Electronics Engineering, Bo??azi??i University, Istanbul, Turkey","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9976999759674072,"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/header","display_name":"Header","score":0.871381402015686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7191814184188843},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.6680259704589844},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6352652907371521},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46621447801589966},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4262635111808777},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3501887321472168},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13582661747932434}],"concepts":[{"id":"https://openalex.org/C48105269","wikidata":"https://www.wikidata.org/wiki/Q1141160","display_name":"Header","level":2,"score":0.871381402015686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7191814184188843},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.6680259704589844},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6352652907371521},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46621447801589966},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4262635111808777},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3501887321472168},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13582661747932434},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit.2019.8820501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2019.8820501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W42722137","https://openalex.org/W1800461055","https://openalex.org/W1995064042","https://openalex.org/W2008056655","https://openalex.org/W2063907334","https://openalex.org/W2064806155","https://openalex.org/W2122646361","https://openalex.org/W2141910941","https://openalex.org/W2278186031","https://openalex.org/W2591391565","https://openalex.org/W2963705438","https://openalex.org/W2963879636"],"related_works":["https://openalex.org/W143656662","https://openalex.org/W103257385","https://openalex.org/W2988433590","https://openalex.org/W1801744584","https://openalex.org/W2162012429","https://openalex.org/W2042251007","https://openalex.org/W2357167628","https://openalex.org/W2984111956","https://openalex.org/W2110365568","https://openalex.org/W3120333185"],"abstract_inverted_index":{"Network":[0],"anomaly":[1,18],"detection":[2,19,81],"is":[3,77,99],"an":[4],"important":[5],"and":[6,88,110],"rapidly":[7],"growing":[8],"area.":[9],"In":[10],"this":[11],"paper,":[12],"we":[13],"propose":[14],"a":[15],"new":[16],"network":[17,109],"method":[20],"based":[21],"on":[22,101],"the":[23,32,41,45,51,65,69,80,91,102],"probability":[24,70],"distributions":[25,33],"of":[26,34,44,68],"header":[27],"information.":[28],"The":[29],"distances":[30],"between":[31],"packet":[35],"headers":[36],"are":[37,48],"calculated":[38,49],"to":[39,83,89],"reflect":[40],"main":[42],"characteristics":[43],"network.":[46],"These":[47],"using":[50],"Greedy":[52],"algorithm":[53,98],"which":[54],"eliminates":[55],"some":[56],"requirements":[57],"associated":[58],"with":[59],"Kullback-Leibler":[60],"divergence":[61],"such":[62],"as":[63],"having":[64],"same":[66],"rank":[67],"distributions.":[71],"Then,":[72],"Support":[73],"Vector":[74],"Machine":[75],"classifier":[76],"used":[78],"in":[79],"phase":[82],"reduce":[84],"false":[85],"alarm":[86],"rates":[87],"make":[90],"system":[92],"adaptive":[93],"for":[94],"different":[95],"networks.":[96],"This":[97],"tested":[100],"real":[103],"data":[104],"collected":[105],"from":[106],"Bo\u011fazi\u00e7i":[107],"University":[108],"MIT":[111],"Darpa":[112],"2000":[113],"dataset.":[114]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}