Toward Scalable and Low-Cost Traffic Testing for Evaluating DDoS Defense Solutions

IEEE-ACM TRANSACTIONS ON NETWORKING(2024)

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摘要
To date, security researchers evaluate their solutions of mitigating distributed denial-of-service (DDoS) attacks via kernel-based or kernel-bypassing testing tools. However, kernelbased tools exhibit poor scalability in attack traffic generation while kernel-bypassing tools incur unacceptable monetary cost. We propose Excalibur, a scalable and low-cost testing framework for evaluating DDoS defense solutions. The key idea is to leverage the emerging programmable switch to empower testing tasks with Tbps-level scalability and low cost. Specifically, Excalibur offers intent-based primitives to enable academic researchers to customize testing tasks on demand. Moreover, in view of switch resource limitations, Excalibur coordinates both a server and a programmable switch to jointly perform testing tasks. It realizes flexible attack traffic generation, which requires a large number of resources, in the server while using the switch to increase the sending rate of attack traffic to Tbps-level. We have implemented Excalibur on a 64 x 100 Gbps Tofino switch. Our experiments on a 64 x 100 Gbps Tofino switch show that Excalibur achieves orders-of-magnitude higher scalability and lower cost than existing tools.
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关键词
DDoS,evaluation,programmable switches
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