Multiagent Router Throttling: Decentralized Coordinated Response Against DDoS Attacks

Authors

  • Kleanthis Malialis University of York
  • Daniel Kudenko University of York

DOI:

https://doi.org/10.1609/aaai.v27i2.19000

Abstract

Distributed denial of service (DDoS) attacks constitute a rapidly evolving threat in the current Internet. In this paper we introduce Multiagent Router Throttling, a decentralized DDoS response mechanism in which a set of upstream routers independently learn to throttle traffic towards a victim server. We compare our approach against a baseline and a popular throttling technique from the literature, and we show that our proposed approach is more secure, reliable and cost-effective. Furthermore, our approach outperforms the baseline technique and either outperforms or has the same performance as the popular one.

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Published

2013-07-14

How to Cite

Malialis, K., & Kudenko, D. (2013). Multiagent Router Throttling: Decentralized Coordinated Response Against DDoS Attacks. Proceedings of the AAAI Conference on Artificial Intelligence, 27(2), 1551-1556. https://doi.org/10.1609/aaai.v27i2.19000