HiFIND: A high-speed flow-level intrusion detection approach with DoS resiliency

@article{Li2010HiFINDAH,
  title={HiFIND: A high-speed flow-level intrusion detection approach with DoS resiliency},
  author={Zhichun Li and Yan Gao and Yan Chen},
  journal={Computer Networks},
  year={2010},
  volume={54},
  pages={1282-1299}
}
Global-scale attacks like worms and botnets are increasing in frequency, severity and sophistication, making it critical to detect outbursts at routers/gateways instead of end hosts. In this paper, leveraging data streaming techniques such as the reversible sketch, we design HiFIND, a High-speed Flow-level Intrusion Detection system. In contrast to existing intrusion detection systems, HiFIND: (i) is scalable to flow-level detection on high-speed networks; (ii) is DoS resilient; (iii) can… CONTINUE READING
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