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With this paradigm, the security issues persist to exist and could become even worse because of the flexibility on handling the packets. In this paper we propose an effective framework by integrating SDN and machine learning to detect and categorize P2P network traffics. This work provides experimental evidence showing that our approach can automatically analyze network traffic and flexibly change flow entries in OpenFlow switches through the SDN controller. This can effectively help the network administrators manage related security problems.<\/jats:p>","DOI":"10.1155\/2018\/4723862","type":"journal-article","created":{"date-parts":[[2018,1,29]],"date-time":"2018-01-29T18:30:46Z","timestamp":1517250646000},"page":"1-13","source":"Crossref","is-referenced-by-count":23,"title":["Detecting P2P Botnet in Software Defined Networks"],"prefix":"10.1155","volume":"2018","author":[{"given":"Shang-Chiuan","family":"Su","sequence":"first","affiliation":[{"name":"Department of Computer Science, National Chiao Tung University, Hsinchu 30050, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi-Ren","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science, National Chiao Tung University, Hsinchu 30050, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0085-0377","authenticated-orcid":true,"given":"Shi-Chun","family":"Tsai","sequence":"additional","affiliation":[{"name":"Department of Computer Science, National Chiao Tung University, Hsinchu 30050, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi-Bing","family":"Lin","sequence":"additional","affiliation":[{"name":"Department of Computer Science, National Chiao Tung University, Hsinchu 30050, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"25","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2012.07.021"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-39235-1_4"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2014.2326417"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2014.2320094"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/jproc.2014.2371999"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1145\/1355734.1355746"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.bjp.2013.10.014"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1145\/1384609.1384625"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2015.2487361"}],"container-title":["Security and Communication Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/scn\/2018\/4723862.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/scn\/2018\/4723862.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/scn\/2018\/4723862.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,1,29]],"date-time":"2018-01-29T18:30:52Z","timestamp":1517250652000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/scn\/2018\/4723862\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":9,"alternative-id":["4723862","4723862"],"URL":"https:\/\/doi.org\/10.1155\/2018\/4723862","relation":{},"ISSN":["1939-0114","1939-0122"],"issn-type":[{"type":"print","value":"1939-0114"},{"type":"electronic","value":"1939-0122"}],"subject":[],"published":{"date-parts":[[2018]]}}}