一个可靠的成本敏感的入侵响应选择模型

A. Ikuomola, A. Sodiya
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引用次数: 5

摘要

成本敏感响应系统的目标是确保响应成本不超过入侵成本。为了确保这一点,开发了一些对成本敏感的响应模型。其中一些模型没有考虑先前行动的有效性,并且缺乏估计相关成本的标准方法。在这项工作中,我们提出了一个基于三个因素的响应成本评估模型,即入侵造成的损害成本、入侵自动响应成本和操作成本。建议的方法为跨不同系统和环境的响应评估提供了一致的基础。此外,性能分析表明,使用这种成本度量COSIRS的自动响应系统在部署时可以快速响应,使用最佳响应来实时阻止主动攻击。评价结果表明,该设计比现有设计具有更好的性能。
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A credible cost-sensitive model for intrusion response selection
The goal of co st-sensitive response system is to ensure that response cost does not outweigh the intrusion cost. In order to ensure this, some cost-sensitive response models have been developed. Some of these models do not consider the effectiveness of previous actions and lack standard approach for estimating associated cost. In this work, we present a model for assessing cost of responses based on three factors, the cost of damage caused by the intrusion, the cost of automatic response to an intrusion and the operational cost. The proposed approach provides consistent basis for response assessment across different systems and environment. In addition, the performance analysis indicates that automated responses systems using this cost metric COSIRS, when deployed can responds quickly enough to thwart active attacks in real time using optimal responses. The results of evaluation show that the design has better performance over existing ones.
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