协作通信中虚假数据注入的检测与缓解

S. Kim
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引用次数: 0

摘要

提出了一种基于似然比的物理层检测和减轻协作通信系统中虚假数据注入攻击的方法。提出了在未知攻击概率下最小化端到端中断概率的最优检测方法和最小化最大可能中断概率的最小检测方法。我们表明,最佳检测技术可以提供与理想加密技术几乎相同的端到端中断概率,理想加密技术可以以高计算成本和带宽开销为代价,完美地检测虚假注入。提出的解决方案可以用作额外的保护层,也可以作为传统加密技术的补充。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detection and mitigation of false data injection in cooperative communications
We propose a likelihood ratio based physical-layer technique for detecting and mitigating the false data injection attack in cooperative communication systems. We present the optimum detection method that minimizes the end-to-end outage probability and the minmax detection method that minimizes the maximum possible outage probability under unknown attack probability. We show that the optimum detection technique can provide almost the same end-to-end outage probability that can be provided by the ideal cryptographic technique that perfectly detects the false injection at the expense of high computational cost and bandwidth overhead. The proposed solution can be used as an additional layer of protection or can complement to the conventional cryptographic techniques.
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