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Romain Fontugne

Research interest

• Network traffic anomaly 
  Nowadays many attractive network services are available for ordinary users through the Internet. Consequently, the growth rate of the Internet traffic is still high, and the traffic includes more and more anomalies such as misconfigurations, failures, and attacks. These improper uses of networks are bandwidth consuming and weaken performance of networks. Anomaly detection in Internet traffic is essential to guarantee legitimate applications for using optimal resources. Detecting anomalies quickly and accurately in network traffic is a hot topic in this field.


• Network traffic visualization
  Intuitive investigation in dump files is conducted using graphical representation of the traffic. Visualization tool displays various information in a way that important features of the traffic are highlighted, thus, main characteristics are understood at a glance. Several levels of detail and aggregation of the traffic can be achieved by visualizing network traffic.

Publications

Journal paper

• Romain Fontugne, Yosuke Himura, Kensuke Fukuda. "Evaluation of Anomaly Detection Method based on Pattern Recognition", IEICE Transactions on Communications, pp.328-335, vol.E93-B, No.2, IEICE, 2010.

International conference papers with review committee

• Romain Fontugne, Pierre Borgnat, Patrice Abry, Kensuke Fukuda. "Uncovering Relations Between Traffic Classifiers and Anomaly Detectors via Graph Theory", 2nd COST-TMA Workshop co-located with PAM 2010, LNCS (Volume 6003/2010) pp.101-114, Zurich, Switzerland, Apr.7, 2010
• Romain Fontugne, Pierre Borgnat, Patrice Abry, Kensuke Fukuda. "Towards Systematic Traffic Annotation", 5th ACM CoNEXT student workshop, pp.15-16, Rome, Italy, Dec.2, 2009
• Romain Fontugne, Toshio Hirotsu, Kensuke Fukuda. "A Visualization Tool for Exploring Multi-scale Network Traffic Anomalies", International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS 2009), Istanbul, Turkey, Jul.13-16, 2009.
• Romain Fontugne, Yosuke Himura, Kensuke Fukuda. "Anomaly Detection Method based on Pattern Recognition", Student workshop of 10th Passive and Active Measurement Conference (PAM 2009), Seoul, South Korea, Apr.1-3, 2009.
• Romain Fontugne, Toshio Hirotsu, Kensuke Fukuda. "An image processing approach to traffic anomaly detection", Proceedings of 8th Asian Internet Engineering Conference (AINTEC 2008), pp.17-26, Bangkok, Thailand, Nov.18-20, 2008.

Presentations and other activities

• Romain Fontugne, Toshio Hirotsu, Kensuke Fukuda. "A Visualization Tool for Exploring Multi-scale Network Traffic Anomalies", MAWI Bof WIDE camp, Nagano, Japan, September 2009.
• Romain Fontugne, Kensuke Fukuda, "Finding Internet Traffic Anomalies", Open House of the National Institute of Informatics, Tokyo, Japan, June 11-12, 2009
• Romain Fontugne, Yosuke Himura, Kensuke Fukuda. "Evaluation of anomaly detection method based on pattern recognition", 2nd CAIDA-CASFI-WIDE workshop, Seoul, South Korea , April 2009
• Romain Fontugne, Yosuke Himura, Kensuke Fukuda, "Anomaly detection method based on pattern recognition", Poster session WIDE camp, Nagano, Japan, March 2009
• Romain Fontugne, Yosuke Himura, Kensuke Fukuda, "Evaluation of extracting anomalies using pattern recognition", 7th CNRS-WIDE workshop, Toulouse, France, March 2009
• Romain Fontugne, Toshio Hirotsu, Kensuke Fukuda, "An image processing approach to traffic anomaly detection", 6th CNRS-WIDE workshop, Tokyo, Japan, November 2008

Softwares and Projects

• MAWILab: MAWI traffic labeled
• mulot: Network traffic visualization tool
• MAWIviz: Visualizing the MAWI archive

Contact