A Game of Things: Strategic Allocation of Security Resources for IoT

Antonino Rullo, Daniele Midi, Edoardo Serra, E. Bertino
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引用次数: 12

Abstract

In many Internet of ing (IoT) application domains security is a critical requirement, because malicious parties can undermine the eectiveness of IoT-based systems by compromising single components and/or communication channels. us, a security infrastructure is needed to ensure the proper functioning of such systems even under aack. However, it is also critical that security be at a reasonable resource and energy cost, as many IoT devices may not have sucient resources to host expensive security tools. In this paper, we focus on the problem of eciently and eectively securing IoT networks by carefully allocating security tools. We model our problem according to game theory, and provide a Paretooptimal solution, in which the cost of the security infrastructure, its energy consumption, and the probability of a successful aack, are minimized. Our experimental evaluation shows that our technique improves the system robustness in terms of packet delivery rate for dierent network topologies.
物联网游戏:物联网安全资源的战略分配
在许多物联网(IoT)应用领域中,安全是一项关键需求,因为恶意方可以通过破坏单个组件和/或通信通道来破坏基于物联网的系统的有效性。在美国,需要一个安全基础设施来确保这些系统即使受到攻击也能正常运行。然而,安全在合理的资源和能源成本上也是至关重要的,因为许多物联网设备可能没有足够的资源来托管昂贵的安全工具。在本文中,我们专注于通过仔细分配安全工具来高效有效地保护物联网网络的问题。我们根据博弈论对问题进行建模,并提供了一个Paretooptimal解决方案,在该解决方案中,安全基础设施的成本、能源消耗和成功攻击的概率都最小化。我们的实验评估表明,我们的技术在不同网络拓扑的数据包传输速率方面提高了系统的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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