基于多样性的安全异常检测

R. Venkatakrishnan, M. Vouk
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引用次数: 3

摘要

可以使用验收测试、基于冗余的机制以及使用外部一致性检查(如外部监视和看门狗进程)在攻击危及系统之前检测和防止攻击。以多样性为基础的裁决,是向一个使用已知行为的健康系统迈出的一步。在最好的情况下,这种方法甚至可以检测到零日攻击。在这种方法中,我们使用功能相等但在某种程度上不同的组件,我们比较它们的输出向量和对给定输入向量的反应。本文讨论了这种方法在最近的web服务攻击环境中的实际意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Diversity-based detection of security anomalies
Detecting and preventing attacks before they compromise a system can be done using acceptance testing, redundancy based mechanisms, and using external consistency checking such external monitoring and watchdog processes. Diversity-based adjudication, is a step towards an oracle that uses knowable behavior of a healthy system. That approach, under best circumstances, is able to detect even zero-day attacks. In this approach we use functionally equivalent but in some way diverse components and we compare their output vectors and reactions for a given input vector. This paper discusses practical relevance of this approach in the context of recent web-service attacks.
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