SDN-SlowRate-DDoS dataset

Slow-rate DDoS attacks are recent threats targeting next-generation networks such as IoT, 5G, etc. Unlike conventional high-rate DDoS, slow-rate DDoS have not been deeply studied, mainly due to the limited number of existing datasets with real traces. The SDN-SlowRate-DDoS dataset captures traffic from a physical testbed deployed on the European Experimental Facility Smart Networks for Industry (SN4I, https://i2t.ehu.eus/en/resources/sn4i). A Software Defined Network (SDN)-based datacenter topology was deployed, and multiple experiments of slow-rate DDoS attacks (slow HTTP read) were performed varying the number of victims and attackers.

低速率的分布式拒绝服务攻击是近期针对下一代网络，如物联网、5G等的新型威胁。与传统的速率较高的DDoS攻击不同，低速率DDoS攻击尚未得到深入研究，这主要归因于现有数据集中真实轨迹数量的限制。SDN-SlowRate-DDoS数据集采集了部署在欧洲实验设施智能工业网络（SN4I，https://i2t.ehu.eus/en/resources/sn4i）物理测试平台上的流量。该数据集采用基于软件定义网络（SDN）的数据中心拓扑，并进行了多次低速率DDoS攻击（慢速HTTP读取）实验，实验中受害者与攻击者数量的变化各异。

搜集汇总

背景与挑战

背景概述

该数据集专注于慢速DDoS攻击，特别是针对物联网和5G等新一代网络的威胁，弥补了现有真实流量数据不足的缺口。它基于欧洲SN4I设施的物理SDN测试床，通过多组实验捕获了慢速HTTP读取攻击流量，变量包括受害者和攻击者数量，具有高真实性和实验可控性。