Differentiated service protection of multimedia transmission via detection of traffic anomalies

Hongli Luo, Mei-Ling Shyu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

Multimedia transmission over the Internet has its quality of service (QoS) requirement. However, Denial-of-Service (DoS) attacks launch large volumes of traffic and consume network bandwidth, thus degrading the quality of the delivered multimedia service. In this paper, we present a differentiated service protection framework consisting of anomaly traffic detection and resource management. Data mining based anomaly traffic detection is implemented at the host; whereas resource management is responsible for the allocation of network resources to the applications. Based on the deviation of the monitored traffic to the normal traffic, differentiated resources are allocated to the traffic. When suspicious traffic is detected, multimedia transmission reacts proactively via adjusting the transmission rate, which can avoid possible packet loss resulting from DoS bandwidth consumption, and thus provide better QoS. The impact of the traffic anomalies on the legitimate services can be mitigated, and the legitimate services can be protected. Simulation results show that better PSNR can be achieved for multimedia transmission during an attack in our proposed framework.

Original languageEnglish
Title of host publicationProceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
Pages1539-1542
Number of pages4
StatePublished - Dec 1 2007
EventIEEE International Conference onMultimedia and Expo, ICME 2007 - Beijing, China
Duration: Jul 2 2007Jul 5 2007

Other

OtherIEEE International Conference onMultimedia and Expo, ICME 2007
CountryChina
CityBeijing
Period7/2/077/5/07

Fingerprint

Telecommunication traffic
Quality of service
Bandwidth
Multimedia services
Packet loss
Data mining
Internet

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Software

Cite this

Luo, H., & Shyu, M-L. (2007). Differentiated service protection of multimedia transmission via detection of traffic anomalies. In Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007 (pp. 1539-1542). [4284956]

Differentiated service protection of multimedia transmission via detection of traffic anomalies. / Luo, Hongli; Shyu, Mei-Ling.

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007. 2007. p. 1539-1542 4284956.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Luo, H & Shyu, M-L 2007, Differentiated service protection of multimedia transmission via detection of traffic anomalies. in Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007., 4284956, pp. 1539-1542, IEEE International Conference onMultimedia and Expo, ICME 2007, Beijing, China, 7/2/07.
Luo H, Shyu M-L. Differentiated service protection of multimedia transmission via detection of traffic anomalies. In Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007. 2007. p. 1539-1542. 4284956
Luo, Hongli ; Shyu, Mei-Ling. / Differentiated service protection of multimedia transmission via detection of traffic anomalies. Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007. 2007. pp. 1539-1542
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