2007, French, Article edition: Caractérisation non gaussienne et à longue mémoire du trafic Internet et de ses anomalies Borgnat, Pierre; Abry, Patrice; Dewaele, Guillaume; ...

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Bookmark: http://trove.nla.gov.au/version/203642
Physical Description
  • text
Published
  • HAL - CCSD
  • 2007
Language
  • French

Edition details

Title
  • Caractérisation non gaussienne et à longue mémoire du trafic Internet et de ses anomalies
Author
  • Borgnat, Pierre
  • Abry, Patrice
  • Dewaele, Guillaume
  • Scherrer, Antoine
  • Larrieu, Nicolas
  • Owezarski, Philippe
  • Labit, Yann
  • Gallon, Laurent
  • Aussibal, Julien
Published
  • HAL - CCSD
  • 2007
Physical Description
  • text
Subjects
Notes
  • Being now a mainstream communication, Internet is subject to many kinds of anomalies (failures, flash-crowds, attacks). In order to compare the statistics of normal traffic with traffic with anomalies, we collect both regular and anomalous traffic. The traffic is collected on the RENATER network by the METROSEC project and we produce both Denial of Service (DoS) attacks with real attack softwares (TFN2K, TRIN00) aimed at various services (ICMP, SYN, UDP, TCP), and flash-crowd anomalies. We propose a multiresolution, non-Gaussian model with long memory and the corresponding estimators. It models, jointly at all aggregation levels, normal traffic, and also traffic containing anomalies. We show that the model enables to detect the anomalies in the traffic and distinguish between flash-crowd and DoS types of anomaly.
  • HAL:ensl-00290745, version 1
  • HAL:http:/​/​prunel.ccsd.cnrs.fr/​ensl-00290745/​en/​
Language
  • French
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