Cyber Senses: Modeling Network Situational Awareness after Biology

Benjamin A. Blakely
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引用次数: 1

Abstract

Biological organisms have a complex and finely-tuned set of systems for detecting and processing information about their environments to inform decision making. These systems vary according to the environment and behaviors of a species, but many themes run throughout. In a similar sense, information technology systems and networks are found in many different contexts, with a wide variety of purposes. And yet there are many commonalities in the information available to them about their environment. In this paper, we propose an analogy of biological senses to enable cyber anomaly detection. An overview of the science of sensory experience is given and used to draw an analogous block diagram for a cyber-sensory architecture. Network traffic is considered as a case study for how these comparisons might hold in a practical sense. Recommendations are then made for future work in this area.
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网络感官:基于生物学的网络态势感知建模
生物有机体有一套复杂而精细的系统,用于检测和处理有关其环境的信息,从而为决策提供信息。这些系统根据环境和物种的行为而变化,但许多主题贯穿始终。在类似的意义上,信息技术系统和网络存在于许多不同的环境中,具有各种各样的目的。然而,在他们所处环境的可用信息中有许多共性。在本文中,我们提出了一个类比的生物感官,使网络异常检测。概述了感官体验的科学,并用于绘制类似的网络感官结构框图。我们将网络流量作为一个案例来研究这些比较在实际意义上是如何成立的。然后对这一领域今后的工作提出建议。
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