{"id":"https://openalex.org/W2969421055","doi":"https://doi.org/10.1109/siu.2019.8806451","title":"Network Anomaly Detection Using Header Information With Greedy Algorithm","display_name":"Network Anomaly Detection Using Header Information With Greedy Algorithm","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2969421055","doi":"https://doi.org/10.1109/siu.2019.8806451","mag":"2969421055"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2019.8806451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2019.8806451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th Signal Processing and Communications Applications Conference (SIU)","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":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00c7a\u011fatay Ate\u015f","raw_affiliation_strings":["Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiy","Bogazici Universitesi, Istanbul, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiy","institution_ids":[]},{"raw_affiliation_string":"Bogazici Universitesi, Istanbul, TR","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049341278","display_name":"S\u00fcleyman \u00d6zdel","orcid":"https://orcid.org/0000-0002-3390-6154"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"S\u00fcleyman \u00d6zdel","raw_affiliation_strings":["Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiy","Bogazici Universitesi, Istanbul, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiy","institution_ids":[]},{"raw_affiliation_string":"Bogazici Universitesi, Istanbul, TR","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016718468","display_name":"Metehan Y\u0131ld\u0131r\u0131m","orcid":"https://orcid.org/0000-0001-9033-0967"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Metehan Y\u0131ld\u0131r\u0131m","raw_affiliation_strings":["Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiy","Bogazici Universitesi, Istanbul, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiy","institution_ids":[]},{"raw_affiliation_string":"Bogazici Universitesi, Istanbul, TR","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005997374","display_name":"Emin Anar\u0131m","orcid":"https://orcid.org/0000-0002-3305-7674"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Emin Anar\u0131m","raw_affiliation_strings":["Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiy","Bogazici Universitesi, Istanbul, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiy","institution_ids":[]},{"raw_affiliation_string":"Bogazici Universitesi, Istanbul, TR","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405392"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9966999888420105,"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":0.8777676820755005},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7455803751945496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6793918609619141},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5850275158882141},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.5301457643508911},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.4847661852836609},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.46884381771087646},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4610404670238495},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.45283743739128113},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.444404661655426},{"id":"https://openalex.org/keywords/kullback\u2013leibler-divergence","display_name":"Kullback\u2013Leibler divergence","score":0.41891464591026306},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4171363115310669},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41135841608047485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32194197177886963},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1691586971282959},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1305793821811676}],"concepts":[{"id":"https://openalex.org/C48105269","wikidata":"https://www.wikidata.org/wiki/Q1141160","display_name":"Header","level":2,"score":0.8777676820755005},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7455803751945496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6793918609619141},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5850275158882141},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.5301457643508911},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.4847661852836609},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.46884381771087646},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4610404670238495},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.45283743739128113},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.444404661655426},{"id":"https://openalex.org/C171752962","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Kullback\u2013Leibler divergence","level":2,"score":0.41891464591026306},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4171363115310669},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41135841608047485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32194197177886963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1691586971282959},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1305793821811676},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2019.8806451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2019.8806451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th Signal Processing and Communications Applications Conference (SIU)","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":7,"referenced_works":["https://openalex.org/W2064806155","https://openalex.org/W2104692292","https://openalex.org/W2122646361","https://openalex.org/W2162969618","https://openalex.org/W2278186031","https://openalex.org/W2591391565","https://openalex.org/W2963879636"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W1531601525","https://openalex.org/W1983393909","https://openalex.org/W2040150569","https://openalex.org/W2468095590","https://openalex.org/W2132174924","https://openalex.org/W1911540634","https://openalex.org/W2013909972"],"abstract_inverted_index":{"Network":[0],"anomaly":[1,18],"detection":[2,19,79],"is":[3,75,97],"an":[4],"important":[5],"and":[6,86,108],"rapidly":[7],"growing":[8],"area.":[9],"In":[10],"this":[11],"paper,":[12],"we":[13],"propose":[14],"a":[15],"new":[16],"network":[17,107],"method":[20],"based":[21],"on":[22,99],"the":[23,32,40,44,63,67,78,89,100],"probability":[24,68],"distributions":[25,33],"of":[26,34,43,66],"header":[27],"information.":[28],"The":[29],"distances":[30],"between":[31],"headers":[35],"are":[36,47],"calculated":[37,48],"to":[38,81,87],"reflect":[39],"main":[41],"characteristics":[42],"network.":[45],"These":[46],"using":[49],"Greedy":[50],"algorithm":[51,96],"which":[52],"eliminates":[53],"some":[54],"requirements":[55],"associated":[56],"with":[57],"Kullback-Leibler":[58],"divergence":[59],"such":[60],"as":[61],"having":[62],"same":[64],"rank":[65],"distributions.":[69],"Then,":[70],"Support":[71],"Vector":[72],"Machine":[73],"classifier":[74],"used":[76],"in":[77],"phase":[80],"reduce":[82],"false":[83],"alarm":[84],"rates":[85],"make":[88],"system":[90],"adaptive":[91],"for":[92],"different":[93],"networks.":[94],"This":[95],"tested":[98],"real":[101],"data":[102],"collected":[103],"from":[104],"Bo\u011fazi\u00e7i":[105],"University":[106],"MIT":[109],"Darpa":[110],"2000":[111],"dataset.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
