{"id":"https://openalex.org/W2751952590","doi":"https://doi.org/10.1109/iscc.2017.8024623","title":"Flow-based Intrusion Detection System for SDN","display_name":"Flow-based Intrusion Detection System for SDN","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2751952590","doi":"https://doi.org/10.1109/iscc.2017.8024623","mag":"2751952590"},"language":"en","primary_location":{"id":"doi:10.1109/iscc.2017.8024623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2017.8024623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium on Computers and Communications (ISCC)","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/A5059577457","display_name":"Georgi Ajaeiya","orcid":"https://orcid.org/0000-0002-9263-1875"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":true,"raw_author_name":"Georgi A. Ajaeiya","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024014585","display_name":"Nareg Adalian","orcid":null},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Nareg Adalian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061146388","display_name":"Imad H. Elhajj","orcid":"https://orcid.org/0000-0002-6461-4699"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Imad H. Elhajj","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074578100","display_name":"Ayman Kayssi","orcid":"https://orcid.org/0000-0002-0569-1395"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Ayman Kayssi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060737319","display_name":"Ali Chehab","orcid":"https://orcid.org/0000-0002-1939-2740"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Ali Chehab","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059577457"],"corresponding_institution_ids":["https://openalex.org/I98635879"],"apc_list":null,"apc_paid":null,"fwci":4.379,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.95077264,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"787","last_page":"793"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9993000030517578,"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/openflow","display_name":"OpenFlow","score":0.8882045149803162},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.8034014701843262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7848206758499146},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.6404388546943665},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.5658152103424072},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5232176780700684},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49176767468452454},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48820334672927856},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4387276768684387},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3772673010826111},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31144383549690247},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19789472222328186},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16713285446166992}],"concepts":[{"id":"https://openalex.org/C192697461","wikidata":"https://www.wikidata.org/wiki/Q4045918","display_name":"OpenFlow","level":3,"score":0.8882045149803162},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8034014701843262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7848206758499146},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.6404388546943665},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.5658152103424072},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5232176780700684},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49176767468452454},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48820334672927856},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4387276768684387},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3772673010826111},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31144383549690247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19789472222328186},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16713285446166992},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc.2017.8024623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2017.8024623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium on Computers and Communications (ISCC)","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":18,"referenced_works":["https://openalex.org/W1561369259","https://openalex.org/W2011628134","https://openalex.org/W2012095206","https://openalex.org/W2051000513","https://openalex.org/W2083254762","https://openalex.org/W2114238591","https://openalex.org/W2119821739","https://openalex.org/W2131241448","https://openalex.org/W2157349061","https://openalex.org/W2166353797","https://openalex.org/W2169263368","https://openalex.org/W2187626237","https://openalex.org/W2912934387","https://openalex.org/W4212883601","https://openalex.org/W4236137412","https://openalex.org/W4238530616","https://openalex.org/W4239510810","https://openalex.org/W6678911119"],"related_works":["https://openalex.org/W4220837700","https://openalex.org/W2012852954","https://openalex.org/W4377008240","https://openalex.org/W2533666503","https://openalex.org/W1675062406","https://openalex.org/W2066879250","https://openalex.org/W2295167007","https://openalex.org/W2558363974","https://openalex.org/W2324336707","https://openalex.org/W4250919833"],"abstract_inverted_index":{"Software-defined":[0],"networks":[1,12],"(SDN)":[2],"are":[3,13],"vulnerable":[4,14],"to":[5,31,78],"most":[6],"of":[7,71,93],"the":[8,32,90,94],"attacks":[9],"that":[10,50],"traditional":[11],"to.":[15],"In":[16,38],"addition,":[17],"SDN":[18,58],"has":[19],"introduced":[20],"new":[21],"vulnerabilities":[22],"through":[23],"its":[24],"unique":[25],"architecture":[26],"such":[27],"as":[28],"those":[29],"related":[30],"southbound":[33],"and":[34,61,67,97],"northbound":[35],"controller":[36],"interfaces.":[37],"this":[39],"paper,":[40],"we":[41],"introduce":[42],"a":[43,69,82,98],"lightweight":[44],"flow-based":[45],"Intrusion":[46],"Detection":[47],"System":[48],"(IDS)":[49],"periodically":[51],"gathers":[52],"statistical":[53],"information":[54,64],"about":[55],"flows":[56],"from":[57],"OpenFlow":[59],"switches,":[60],"analyzes":[62],"traffic":[63],"by":[65,89],"extracting":[66],"aggregating":[68],"set":[70],"features.":[72],"The":[73],"proposed":[74],"IDS":[75],"system":[76],"proved":[77],"be":[79],"accurate":[80],"with":[81],"high":[83],"detection":[84],"rate":[85],"at":[86],"0.98":[87],"measured":[88],"F1":[91],"score":[92],"classification":[95],"model":[96],"relatively":[99],"low":[100],"false":[101],"alarm":[102],"rate.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}