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Integrated Visualization of Network Security Metadata from Heterogeneous Data Sources

机译:来自异构数据源的网络安全元数据的集成可视化

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In computer networks many components produce valuable information about themselves or other participants, especially security analysis relevant information. Although such information is intrinsically related as components are connected by a network, most of them still operate independently and do not share data amongst each other. Furthermore, the highly dynamic nature of a network hampers a profound understanding of security relevant situations, such as attack scenarios. Hence, a comprehensive view of the network including multiple information sources as well as temporal network evolution would significantly improve security analysis and evaluation capabilities. In this paper, we introduce a comprehensive approach for an integrated visualization, covering all aspects from data acquisition in various sources up to visual representation of the integrated information. We analyze the requirements on the basis of an exemplary scenario, propose solutions covering these demands based on the IF-MAP protocol, and introduce our software application VisITMeta as a prototypical implementation. We show how the graph-based IF-MAP protocol provides a graphical model for an integrated view of network security.
机译:在计算机网络中,许多组件会产生有关其自身或其他参与者的有价值的信息,尤其是与安全性分析相关的信息。尽管随着组件通过网络连接,此类信息在本质上是相关的,但是它们中的大多数仍然独立运行,并且彼此之间不共享数据。此外,网络的高度动态特性妨碍了对与安全相关的情况(如攻击情形)的深刻理解。因此,对包括多个信息源以及时间网络演进的网络的全面了解将显着提高安全性分析和评估能力。在本文中,我们介绍了一种用于集成可视化的综合方法,涵盖了从各个来源的数据采集到集成信息的可视表示的各个方面。我们将基于一个示例场景来分析需求,基于IF-MAP协议提出满足这些需求的解决方案,并介绍我们的软件应用程序VisITMeta作为原型实现。我们将展示基于图的IF-MAP协议如何为网络安全的集成视图提供图形模型。

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