{"id":"https://openalex.org/W3000250858","doi":"https://doi.org/10.32010/26166127.2019.2.2.97.112","title":"INTRODUCING A NEW INTRUSION DETECTION METHOD IN THE SDN NETWORK TO INCREASE SECURITY USING DECISION TREE AND NEURAL NETWORK","display_name":"INTRODUCING A NEW INTRUSION DETECTION METHOD IN THE SDN NETWORK TO INCREASE SECURITY USING DECISION TREE AND NEURAL NETWORK","publication_year":2019,"publication_date":"2019-12-25","ids":{"openalex":"https://openalex.org/W3000250858","doi":"https://doi.org/10.32010/26166127.2019.2.2.97.112","mag":"3000250858"},"language":"en","primary_location":{"id":"doi:10.32010/26166127.2019.2.2.97.112","doi":"https://doi.org/10.32010/26166127.2019.2.2.97.112","is_oa":true,"landing_page_url":"https://doi.org/10.32010/26166127.2019.2.2.97.112","pdf_url":"http://azjhpc.com//issue4/doi.org:10.32010:26166127.2019.2.2.97.112.pdf","source":{"id":"https://openalex.org/S4210181043","display_name":"Azerbaijan Journal of High Performance Computing","issn_l":"2616-6127","issn":["2616-6127","2617-4383"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Azerbaijan Journal of High Performance Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://azjhpc.com//issue4/doi.org:10.32010:26166127.2019.2.2.97.112.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079332918","display_name":"Ebrahim Zaheri Abdevand","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210106052","display_name":"Islamic Azad University, Ashtian Branch","ror":"https://ror.org/00y16bh55","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210106052"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ebrahim Zaheri Abdevand","raw_affiliation_strings":["Islamic Azad University, Ashtian, Iran,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic Azad University, Ashtian, Iran,","institution_ids":["https://openalex.org/I4210106052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087651906","display_name":"Shamsollah Ghanbari","orcid":"https://orcid.org/0000-0002-5268-055X","observed_orcids":["https://orcid.org/0000-0002-5268-055X"]},"institutions":[{"id":"https://openalex.org/I4210106052","display_name":"Islamic Azad University, Ashtian Branch","ror":"https://ror.org/00y16bh55","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210106052"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shamsollah Ghanbari","raw_affiliation_strings":["Islamic Azad University, Ashtian, Iran,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic Azad University, Ashtian, Iran,","institution_ids":["https://openalex.org/I4210106052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004076345","display_name":"Zhanat Rysbayevna Umarova","orcid":"https://orcid.org/0000-0002-0257-4417","observed_orcids":["https://orcid.org/0000-0002-0257-4417"]},"institutions":[{"id":"https://openalex.org/I4210151108","display_name":"M.Auezov South Kazakhstan State University","ror":"https://ror.org/05xzaq362","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210151108"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Zhanat Umarova","raw_affiliation_strings":["South Kazakhstan State University, Shymkent, Kazakhstan,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South Kazakhstan State University, Shymkent, Kazakhstan,","institution_ids":["https://openalex.org/I4210151108"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019206800","display_name":"Zhalgasbek Iztayev","orcid":"https://orcid.org/0000-0002-3210-2963","observed_orcids":["https://orcid.org/0000-0002-3210-2963","https://orcid.org/0000-0003-2205-0247"]},"institutions":[{"id":"https://openalex.org/I4210106052","display_name":"Islamic Azad University, Ashtian Branch","ror":"https://ror.org/00y16bh55","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210106052"]},{"id":"https://openalex.org/I4210151108","display_name":"M.Auezov South Kazakhstan State University","ror":"https://ror.org/05xzaq362","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210151108"]}],"countries":["IR","KZ"],"is_corresponding":false,"raw_author_name":"Zhalgasbek Iztayev","raw_affiliation_strings":["Islamic Azad University , Ashtian , Iran,","South Kazakhstan State University, Shymkent, Kazakhstan,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic Azad University , Ashtian , Iran,","institution_ids":["https://openalex.org/I4210106052"]},{"raw_affiliation_string":"South Kazakhstan State University, Shymkent, Kazakhstan,","institution_ids":["https://openalex.org/I4210151108"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1272,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54561621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":"2","issue":"2","first_page":"97","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9970999956130981,"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":0.9970999956130981,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.0005000000237487257,"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/intrusion-detection","display_name":"intrusion detection","score":0.9940000176429749},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"software-defined networking","score":0.9860000014305115},{"id":"https://openalex.org/keywords/network-security","display_name":"network security","score":0.9340000152587891},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.9380000233650208},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9549999833106995},{"id":"https://openalex.org/keywords/hybrid-classification","display_name":"hybrid classification","score":0.5239999890327454},{"id":"https://openalex.org/keywords/network-traffic-classification","display_name":"network traffic classification","score":0.5009999871253967},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.6159999966621399}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.809749186038971},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6410342454910278},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6087439656257629},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.551434338092804},{"id":"https://openalex.org/C2775896111","wikidata":"https://www.wikidata.org/wiki/Q642560","display_name":"Router","level":2,"score":0.543531060218811},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.5148491263389587},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.5012845993041992},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4916899800300598},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48408663272857666},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4687873125076294},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.45376458764076233},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4284127354621887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3495635390281677},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34924983978271484},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08344334363937378},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32010/26166127.2019.2.2.97.112","doi":"https://doi.org/10.32010/26166127.2019.2.2.97.112","is_oa":true,"landing_page_url":"https://doi.org/10.32010/26166127.2019.2.2.97.112","pdf_url":"http://azjhpc.com//issue4/doi.org:10.32010:26166127.2019.2.2.97.112.pdf","source":{"id":"https://openalex.org/S4210181043","display_name":"Azerbaijan Journal of High Performance Computing","issn_l":"2616-6127","issn":["2616-6127","2617-4383"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Azerbaijan Journal of High Performance Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32010/26166127.2019.2.2.97.112","doi":"https://doi.org/10.32010/26166127.2019.2.2.97.112","is_oa":true,"landing_page_url":"https://doi.org/10.32010/26166127.2019.2.2.97.112","pdf_url":"http://azjhpc.com//issue4/doi.org:10.32010:26166127.2019.2.2.97.112.pdf","source":{"id":"https://openalex.org/S4210181043","display_name":"Azerbaijan Journal of High Performance Computing","issn_l":"2616-6127","issn":["2616-6127","2617-4383"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Azerbaijan Journal of High Performance Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3000250858.pdf","grobid_xml":"https://content.openalex.org/works/W3000250858.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1531996150","https://openalex.org/W1546404276","https://openalex.org/W1983183780","https://openalex.org/W1984451560","https://openalex.org/W2017524370","https://openalex.org/W2019419295","https://openalex.org/W2037693158","https://openalex.org/W2040340473","https://openalex.org/W2041728064","https://openalex.org/W2087968523","https://openalex.org/W2092685308","https://openalex.org/W2125560635","https://openalex.org/W2150093579","https://openalex.org/W2155686930","https://openalex.org/W2210314015","https://openalex.org/W2243127035","https://openalex.org/W2275015310","https://openalex.org/W2278953052","https://openalex.org/W2336034469","https://openalex.org/W2584164465","https://openalex.org/W2598822911","https://openalex.org/W2751952590","https://openalex.org/W2763266182"],"related_works":["https://openalex.org/W7096991784","https://openalex.org/W7096000653","https://openalex.org/W2536346713","https://openalex.org/W3121026104","https://openalex.org/W2188485395","https://openalex.org/W4396610853","https://openalex.org/W4323022372","https://openalex.org/W2793583897","https://openalex.org/W2055443621","https://openalex.org/W2096915403"],"abstract_inverted_index":{"Computer":[0],"networks":[1,26,35],"are":[2,36,39],"difficult":[3],"to":[4,7,104],"use":[5],"due":[6],"the":[8,46,54,58,107,114,120,124,141,150,153,162,171],"large":[9],"number":[10],"of":[11,45,90,98,116,123,139,143,161],"devices":[12],"such":[13],"as":[14],"router,":[15],"switch,":[16],"hop,":[17],"and":[18,31,41,49,68,102,133,148],"many":[19],"sophisticated":[20],"security":[21,67],"management":[22,30],"protocols,":[23],"but":[24],"in":[25,53,57,82,93,149,157],"defined":[27],"with":[28],"integrated":[29],"configuration":[32],"software,":[33],"software-based":[34],"nowadays":[37],"important.They":[38],"high-end":[40],"will":[42,79],"become":[43],"one":[44],"most":[47],"used":[48],"important":[50],"communication":[51],"tools":[52],"IT":[55],"world":[56],"future.In":[59],"these":[60,117],"networks,":[61,65],"like":[62],"all":[63],"other":[64],"data":[66,145,155],"protection":[69],"is":[70,76,109,126,146,156,165],"crucial":[71],"because":[72],"a":[73,87],"network":[74,108,125,167],"that":[75,170],"not":[77,80],"secure":[78],"work,":[81],"this":[83,94],"paper,":[84],"we":[85],"present":[86],"new":[88],"method":[89,129,173],"intrusion":[91],"detection":[92],"network,":[95],"which":[96],"consists":[97],"two":[99,118],"parts:":[100],"training":[101],"testing.Looking":[103],"determine":[105],"if":[106],"normal":[110],"or":[111],"not?By":[112],"checking":[113],"output":[115,160],"categories,":[119],"current":[121],"status":[122],"determined.The":[127],"proposed":[128,172],"uses":[130],"decision":[131,158,163],"tree":[132,164],"neural":[134,166],"network.In":[135],"each":[136],"first":[137],"class":[138],"tree,":[140],"classification":[142],"abnormal":[144],"classified":[147],"second":[151],"class,":[152],"norm":[154],"tree.The":[159],"input":[168],"Shows":[169],"performs":[174],"well.":[175]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-01-23T00:00:00"}