Composable tools for network discovery and security analysis

G. Vigna, Fredrik Valeur, Jingyu Zhou, R. Kemmerer
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引用次数: 20

Abstract

Security analysis should take advantage of a reliable knowledge base that contains semantically-rich information about a protected network. This knowledge is provided by network mapping tools. These tools rely on models to represent the entities of interest, and they leverage off network discovery techniques to populate the model structure with the data that is pertinent to a specific target network. Unfortunately, existing tools rely on incomplete data models. Networks are complex systems and most approaches oversimplify their target models in an effort to limit the problem space. In addition, the techniques used to populate the models are limited in scope and are difficult to extend. This paper presents NetMap, a security tool for network modeling, discovery, and analysis. NetMap relies on a comprehensive network model that is not limited to a specific network level; it integrates network information throughout the layers. The model contains information about topology, infrastructure, and deployed services. In addition, the relationships among different entities in different layers of the model are made explicit. The modeled information is managed by using a suite of composable network tools that can determine various aspects of network configurations through scanning techniques and heuristics. Tools in the suite are responsible for a single, well-defined task.
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用于网络发现和安全分析的可组合工具
安全分析应该利用可靠的知识库,其中包含有关受保护网络的语义丰富的信息。这些知识由网络映射工具提供。这些工具依赖于模型来表示感兴趣的实体,它们利用网络发现技术,用与特定目标网络相关的数据填充模型结构。不幸的是,现有的工具依赖于不完整的数据模型。网络是复杂的系统,大多数方法为了限制问题空间而过度简化了它们的目标模型。此外,用于填充模型的技术在范围上是有限的,并且很难扩展。本文介绍了NetMap,一个用于网络建模、发现和分析的安全工具。NetMap依赖于不局限于特定网络级别的综合网络模型;它集成了各层的网络信息。该模型包含有关拓扑、基础设施和已部署服务的信息。此外,还明确了模型各层中不同实体之间的关系。通过使用一套可组合的网络工具来管理建模的信息,这些工具可以通过扫描技术和启发式方法确定网络配置的各个方面。套件中的工具负责单一的、定义良好的任务。
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