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On the Security of UWB Secret Key Generation Methods against Deterministic Channel Prediction Attacks

机译:UWB秘密密钥生成方法针对确定性信道预测攻击的安全性

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Generating secret keys in mobile wireless networks is considered a challenging problem where a key management infrastructure is not always available. Recent security methods have shown that secret keys can be generated using Ultra Wide Band (UWB) channels. These solutions rely on relevant channel properties such as reciprocity and spatial decorrelation. Accordingly, the radio channel responses can be used as common information to derive secret keys shared by legitimate parties. However, novel studies in the field of UWB channel prediction have demonstrated that channel profiles could be reliably inferred using for instance Ray-Tracing tools. This paper explores this technique to perform attacks and to evaluate the security of UWB secret key generation methods. The main observation here is that it is difficult for a third party to obtain the exact channel responses; thus to retrieve the secret keys. The robustness of UWB key generation methods then depends on the complexity for attackers to describe precisely the physical environment and on the post processing methods to agree on the same key (i.e., quantization, erroneous bits detection, etc.).
机译:在移动无线网络中生成秘密密钥被认为是一个挑战性问题,因为密钥管理基础结构并不总是可用。最近的安全方法表明,可以使用超宽带(UWB)通道生成秘密密钥。这些解决方案依赖于相关的通道属性,例如互易性和空间去相关性。因此,无线电信道响应可以用作公共信息以导出合法方共享的秘密密钥。但是,UWB信道预测领域中的新颖研究表明,可以使用例如Ray-Tracing工具可靠地推断信道轮廓。本文探索了这种技术来执行攻击并评估UWB密钥生成方法的安全性。这里的主要观察结果是,第三方很难获得确切的通道响应;从而检索密钥。然后,UWB密钥生成方法的鲁棒性取决于攻击者精确描述物理环境的复杂性以及取决于对同一密钥达成共识的后处理方法(即量化,错误比特检测等)。

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