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Romain Fontugne
Ph.D candidate - Sokendai,
Dept.
of
Informatics
Fukuda
laboratory
at the National
Institute of Informatics
Romain Fontugne received his Master’s degree in Computer Science from
Joseph Fourier University, France, in 2008.
He is now a Ph.D. candidate
in Department of Informatics, the Graduate University for Advanced
Studies (SOKENDAI), Japan.
He is working under the supervision of Kensuke Fukuda in Fukuda laboratory,
and his research interest are Internet traffic
analysis, Internet security and traffic visualization.
He is also a member of the WIDE project working on the MAWI database.
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
Contact
Romain Fontugne, 14F
National Institute of Informatics
2-1-2 Hitotsubashi, Chiyoda-ku
101-8430 Tokyo, Japan
romain (at mark) nii (dot) ac (dot) jp