{"id":"https://openalex.org/W2911909391","doi":"https://doi.org/10.1109/bigdata.2018.8622064","title":"Defending SDN-based IoT Networks Against DDoS Attacks Using Markov Decision Process","display_name":"Defending SDN-based IoT Networks Against DDoS Attacks Using Markov Decision Process","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2911909391","doi":"https://doi.org/10.1109/bigdata.2018.8622064","mag":"2911909391"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8622064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","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/A5054366112","display_name":"Jianjun Zheng","orcid":"https://orcid.org/0000-0002-0591-4528"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianjun Zheng","raw_affiliation_strings":["Computer Science Department, Texas Tech University, Lubbock, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Texas Tech University, Lubbock, Texas, USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026464816","display_name":"Akbar Siami Namin","orcid":"https://orcid.org/0000-0002-1646-7495"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akbar Siami Namin","raw_affiliation_strings":["Computer Science Department, Texas Tech University, Lubbock, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Texas Tech University, Lubbock, Texas, USA","institution_ids":["https://openalex.org/I12315562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.174,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.89131614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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/T10714","display_name":"Software-Defined Networks and 5G","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/T10714","display_name":"Software-Defined Networks and 5G","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991000294685364,"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":0.9923999905586243,"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/computer-science","display_name":"Computer science","score":0.8201368451118469},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.8085160255432129},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.6472407579421997},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.627154529094696},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5840212106704712},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5632550120353699},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5267676115036011},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5167793035507202},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5107419490814209},{"id":"https://openalex.org/keywords/trinoo","display_name":"Trinoo","score":0.5087597966194153},{"id":"https://openalex.org/keywords/application-layer-ddos-attack","display_name":"Application layer DDoS attack","score":0.4361782670021057},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.40986305475234985},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.38051390647888184}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8201368451118469},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.8085160255432129},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.6472407579421997},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.627154529094696},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5840212106704712},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5632550120353699},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5267676115036011},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5167793035507202},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5107419490814209},{"id":"https://openalex.org/C43639116","wikidata":"https://www.wikidata.org/wiki/Q7843050","display_name":"Trinoo","level":5,"score":0.5087597966194153},{"id":"https://openalex.org/C120865594","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Application layer DDoS attack","level":4,"score":0.4361782670021057},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.40986305475234985},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.38051390647888184},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2018.8622064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1964546625","https://openalex.org/W1988774297","https://openalex.org/W2022082063","https://openalex.org/W2040586767","https://openalex.org/W2112700013","https://openalex.org/W2147118406","https://openalex.org/W2163375756","https://openalex.org/W2901450325","https://openalex.org/W4246262524","https://openalex.org/W6655714533"],"related_works":["https://openalex.org/W2783466926","https://openalex.org/W4286539397","https://openalex.org/W1968168724","https://openalex.org/W2204131204","https://openalex.org/W2754163055","https://openalex.org/W4322008378","https://openalex.org/W2383770723","https://openalex.org/W2186749541","https://openalex.org/W2360429410","https://openalex.org/W4256682929"],"abstract_inverted_index":{"The":[0],"emerging":[1],"Internet":[2],"of":[3,12,30,39,44,57,97],"Things":[4],"(IoT)":[5],"has":[6,47],"increased":[7],"the":[8,37,95],"complexity":[9],"and":[10,22,33,65],"difficulty":[11],"network":[13,40,90],"administration.":[14],"Fortunately,":[15],"Software-Defined":[16],"Networking":[17],"(SDN)":[18],"provides":[19],"an":[20,63],"easy":[21,64],"centralized":[23],"approach":[24],"to":[25],"administer":[26],"a":[27,76],"large":[28],"number":[29,56],"IoT":[31,73],"devices":[32,74],"can":[34],"greatly":[35],"reduce":[36],"workload":[38],"administrators.":[41],"SDN-based":[42],"implementation":[43],"networks,":[45],"however,":[46],"also":[48],"introduced":[49],"new":[50],"security":[51],"concerns,":[52],"such":[53],"as":[54],"increasing":[55],"DDoS":[58,70,99],"attacks.":[59,100],"This":[60],"paper":[61],"introduces":[62],"lightweight":[66],"defense":[67],"strategy":[68],"against":[69],"attacks":[71],"on":[72],"in":[75,84],"SDN":[77],"environment":[78],"using":[79],"Markov":[80],"Decision":[81],"Process":[82],"(MDP)":[83],"which":[85],"optimal":[86],"policies":[87],"regarding":[88],"handling":[89],"flows":[91],"are":[92],"determined":[93],"with":[94],"intention":[96],"preventing":[98]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
