{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,5,30]],"date-time":"2023-05-30T04:12:19Z","timestamp":1685419939238},"reference-count":0,"publisher":"National Library of Serbia","issue":"3","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["ComSIS","COMPUT SCI INF SYST","COMPUT SCI INFORM SY","COMPUTER SCI INFORM","COMSIS J"],"published-print":{"date-parts":[[2017]]},"abstract":"<jats:p>In various networks, anomaly may happen due to network breakdown, intrusion detection, and end-to-end traffic changes. To detect these anomalies is important in diagnosis, fault report, capacity plan and so on. However, it?s challenging to detect these anomalies with high accuracy rate and time efficiency. Existing works are mainly classified into two streams, anomaly detection on link traffic and on global traffic. In this paper we discuss various anomaly detection methods on both types of traffic and compare their performance.<\/jats:p>","DOI":"10.2298\/csis170201018h","type":"journal-article","created":{"date-parts":[[2017,8,8]],"date-time":"2017-08-08T09:42:32Z","timestamp":1502185352000},"page":"597-609","source":"Crossref","is-referenced-by-count":0,"title":["Promising techniques for anomaly detection on network traffic"],"prefix":"10.2298","volume":"14","author":[{"given":"Hui","family":"Tian","sequence":"first","affiliation":[{"name":"Beijing Jiaotong Univeristy, School of Electronics and Information Engineering, Beijing, China + University of Adelaide, School of Computer Science, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingtian","family":"Liu","sequence":"additional","affiliation":[{"name":"Beijing Jiaotong Univeristy, School of Electronics and Information Engineering, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meimei","family":"Ding","sequence":"additional","affiliation":[{"name":"Beijing Jiaotong Univeristy, School of Electronics and Information Engineering, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1078","container-title":["Computer Science and Information Systems"],"original-title":[],"language":"en","deposited":{"date-parts":[[2023,5,29]],"date-time":"2023-05-29T08:33:07Z","timestamp":1685349187000},"score":1,"resource":{"primary":{"URL":"https:\/\/doiserbia.nb.rs\/Article.aspx?ID=1820-02141700018T"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"references-count":0,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2017]]}},"URL":"https:\/\/doi.org\/10.2298\/csis170201018h","relation":{},"ISSN":["1820-0214","2406-1018"],"issn-type":[{"value":"1820-0214","type":"print"},{"value":"2406-1018","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]}}}