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LADS: Large-Scale Automated DDoS Detection System

PublisherAT&T Intellectual Property
Format287.4KB PDFDate added19 Oct 2005
Topics ISPs, Network Security, Denial of Service
Downloads8

The last few years have seen a steady rise in the occurrence and sophistication of Distributed Denial of Service (DDoS) attacks. This paper investigates the design space for in-network DDoS detection and presents a triggered, multi-stage approach that addresses both scalability and accuracy. Each successive stage can access finer resolution data sets, and can perform deeper, more expensive diagnostics if required. They argue that this approach is applicable to any economically feasible, large scale, DDoS detection system. Their second contribution is the design and implementation of an operational instance of their triggered, multi-stage approach. The attractiveness of this system lies in the fact that it makes use of data that is readily available to an ISP. Specifically, SNMP-based anomalies trigger the collection of Netflow data for detailed attack analysis.

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