VisIoT: A threat visualisation tool for IoT systems security

P. Sarigiannidis, E. Karapistoli, A. Economides
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引用次数: 20

Abstract

Without doubt, the Internet of Things (IoT) is changing the way people and technology interact. Fuelled by recent advances in networking, communications, computation, software, and hardware technologies, IoT has stepped out of its infancy and is considered as the next breakthrough technology in transforming the Internet into a fully integrated Future Internet. However, realising a network of physical objects accessed through the Internet brings a potential threat in the shadow of the numerous benefits. The threat is “security”. Given that Wireless Sensor Networks (WSNs) leverage the potential of IoT quite efficiently, this paper faces the challenge of security attention on a particular, yet broad, context of IP-enabled WSNs. In particular, it proposes a novel threat visualisation tool for such networks, called VisIoT. VisIoT is a human-interactive visual-based anomaly detection system that is capable of monitoring and promptly detecting several devastating forms of security attacks, including wormhole attacks, and Sybil attacks. Based on a rigorous, radial visualisation design, VisIoT may expose adversaries conducting one or multiple concurrent attacks against IP-enabled WSNs. The system's visual and anomaly detection efficacy in exposing complex security threats is demonstrated through a number of simulated attack scenarios.
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VisIoT:物联网系统安全威胁可视化工具
毫无疑问,物联网(IoT)正在改变人与技术的互动方式。在网络、通信、计算、软件和硬件技术的最新进展的推动下,物联网已经走出了起步阶段,被认为是将互联网转变为完全集成的未来互联网的下一个突破性技术。然而,实现通过互联网访问的物理对象网络在众多好处的阴影下带来了潜在的威胁。威胁是“安全”。鉴于无线传感器网络(wsn)非常有效地利用了物联网的潜力,本文面临着对特定但广泛的支持ip的wsn背景的安全关注的挑战。特别是,它提出了一种新的威胁可视化工具,称为VisIoT。VisIoT是一个人机交互的基于视觉的异常检测系统,能够监测和及时检测几种破坏性的安全攻击形式,包括虫洞攻击和Sybil攻击。基于严格的径向可视化设计,VisIoT可能会暴露对手对启用ip的wsn进行一次或多次并发攻击。通过多个模拟攻击场景,验证了该系统在暴露复杂安全威胁方面的可视化和异常检测效果。
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