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Situation Aware Intrusion Detection System Design for Industrial IoT Gateways

机译:工业IOT网关的情况意识入侵检测系统设计

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In today's IIoT world, most of the IoT platform providers like Microsoft, Amazon and Google are focused towards connecting devices and extract data from the devices and send the data to the Cloud for analytics. Only there are few companies concentrating on Security measures implemented on Edge Node. Gartner estimates that by 2020, more than 25 percent of all enterprise attackers will make use of the Industrial IoT. As Cyber Security Threat is getting more important, it is essential to ensure protection of data both at rest and at motion. The reflex of Cyber Security in the Industrial IoT Domain is much more severe when compared to the Consumer IoT Segment. The new bottleneck in this are security services which employ computationally intensive software operations and system services [1]. Resilient services consume considerable resources in a design. When such measures are added to thwart security attacks, the resource requirements grow even more demanding. Since the standard IIoT Gateways and other sub devices are resource constrained in nature the conventional design for security services will not be applicable in this case. This paper proposes an intelligent architectural paradigm for the Constrained IIoT Gateways that can efficiently identify the Cyber-Attacks in the Industrial IoT domain.
机译:在今天的IIT世界上,像Microsoft,亚马逊和谷歌这样的大多数物联网平台提供商都专注于连接设备并从设备中提取数据并将数据发送到云以进行分析。只有很少有公司专注于在Edge节点上实施的安全措施。 Gartner估计,到2020年,超过25%的企业攻击者将利用工业物联网。由于网络安全威胁越来越重要,因此必须确保在休息和运动中保护数据。与消费者IOT部门相比,工业物联网域中的网络安全反射得多。这是新的瓶颈,是使用计算密集型软件操作和系统服务的安全服务[1]。弹性服务在设计中消耗相当大的资源。当增加这些措施以阻止安全攻击时,资源需求增长更高。由于标准IIOT网关和其他子设备是在自然中受到限制的资源,因此在这种情况下,安全服务的传统设计将不适用。本文提出了一个智能架构范例,用于受限制的IIT网关,可以有效地识别工业物联网领域的网络攻击。

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