首页> 外文会议>2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation >Poster Abstract: Real-Time DDoS Detection Based on Complex Event Processing for IoT
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Poster Abstract: Real-Time DDoS Detection Based on Complex Event Processing for IoT

机译:海报摘要:基于复杂事件处理的物联网实时DDoS检测

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摘要

With the Internet of Things expansion, there has been an increase in the development of services and applications that use context-aware devices incorporated into smart environments. Those devices produce large quantities of data and demand faster and more precise defense mechanisms. Complex Event Processing (CEP) is an emerging and promising technology that allows real-time analysis of continuous data-steams. In this work, we proposed and developed a DDoS (Distributed Denial of Service) detection system and evaluated its performance running on a Raspberry Pi. The results show that the system can be executed on devices with reduced computational power and that CEP is a viable solution to improve the real-time performance on the detection of DDoS attacks on IoT environments.
机译:随着物联网的扩展,使用结合到智能环境中的上下文感知设备的服务和应用程序的开发也有所增加。这些设备产生大量数据,并需要更快,更精确的防御机制。复杂事件处理(CEP)是一种新兴且有前途的技术,可以对连续数据流进行实时分析。在这项工作中,我们提出并开发了DDoS(分布式拒绝服务)检测系统,并评估了在Raspberry Pi上运行的性能。结果表明,该系统可以在具有较低计算能力的设备上执行,并且CEP是提高在IoT环境中检测DDoS攻击时的实时性能的可行解决方案。

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