Art

J-GLOBAL ID：201002227584637797   Reference number：10A1384204

Effect of temporal monitoring granularity on detection accuracy of anomalous traffic

時間的監視粒度の異常トラヒック検出精度への影響

Author (5)： ISHIBASHI Keisuke (NTT Corp., Tokyo, JPN) ,  KAWAHARA Ryoichi (NTT Corp., Tokyo, JPN) ,  MORI Tatsuya (NTT Corp., Tokyo, JPN) ,  KONDOH Tsuyoshi (NTT Corp., Tokyo, JPN) ,  ASANO Shoichiro (NTT Corp., Tokyo, JPN)
Material： 電子情報通信学会技術研究報告  (IEICE Technical Report (Institute of Electronics, Information and Communication Engineers))
Volume： 110  Issue： 260(IA2010 39-50)  Page： 43-48  Publication year： Oct. 21, 2010 
JST Material Number： S0532B  ISSN： 0913-5685  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *internet ,  *traffic monitoring ,  velocity ,  accuracy ,  correlation ,  spacing ,  detection ,  function (mathematics) ,  *cyberattack ,  *DDoS attack ,  probability distribution function ,  false positive ,  time interval
Semi thesaurus term： sampling rate ,  *unusual traffic detection ,  detection accuracy ,  長時間相関

JST classification (2)： Computer networks  (JC03000K) ,  Data protection  (JD01020V)

Reference (16)：

• ISHIBASHI, K. Effect of sampling rate and monitoring granuality on anomaly detectability. 10th IEEE Global Internet Symposium 2007 (in conjunction with IEEE Infocom 2007) Anchorage, USA, May. 2007
• KAWAHARA, R. Detection Accuracy of Network Anamalies Using Sampled Flow Statistics. International Journal of Network Management
• BARFORD, P. A signal analysis of network traffic anomalies. Proc. 2nd ACM SIGCOMM Workshop in Internet Measurement (IMW2002), Marseille, France, October. 2002
• CLAISE, B. Cisco Systems NetFlow Services Export Version 9. RFC 3954. 2004
• PHAAL, P. InMon Corporation's sFlow : A Method for Monitoring Traffic in Switched and Routed Networks. RFC 3176. 2001

Terms in the title (2)： 粒度 ,  異常トラヒック検出