协同安全与P2P入侵检测

M. Locasto, Janak J. Parekh, A. Keromytis, S. Stolfo
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引用次数: 168

摘要

越来越多的互联网规模的威胁是每个利用网络的组织面临的紧迫问题。组织检测和响应这些威胁的资源有限。与探测和攻击相关的端到端(E2E)信息共享是“协作安全”新趋势的一个方面。协作入侵检测方法的主要好处是可以更好地观察全球网络攻击活动。将在单个站点获得的信息与从整个网络收集的信息相结合,可以为攻击者的行为和意图提供更精确的模型。虽然许多组织看到了采用这种协作方法的价值,但在可以在组织间范围内执行入侵检测之前,必须解决一些挑战。我们报告了我们开发和部署分散系统的经验,该系统可以有效地向协作的对等体分发警报。我们的系统,驱虫器,从警报流中提取相关信息,并将其编码到bloom过滤器中。这些信息构成了分布式监视列表的基础。监视列表可以通过多种机制进行分发,从集中式可信第三方到分散的p2p式覆盖网络。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards collaborative security and P2P intrusion detection
The increasing array of Internet-scale threats is a pressing problem for every organization that utilizes the network. Organizations have limited resources to detect and respond to these threats. The end-to-end (E2E) sharing of information related to probes and attacks is a facet of an emerging trend toward "collaborative security". The key benefit of a collaborative approach to intrusion detection is a better view of global network attack activity. Augmenting the information obtained at a single site with information gathered from across the network can provide a more precise model of an attacker's behavior and intent. While many organizations see value in adopting such a collaborative approach, some challenges must be addressed before intrusion detection can be performed on an inter-organizational scale. We report on our experience developing and deploying a decentralized system for efficiently distributing alerts to collaborating peers. Our system, worminator, extracts relevant information from alert streams and encodes it in bloom filters. This information forms the basis of a distributed watchlist. The watchlist can be distributed via a choice of mechanisms ranging from a centralized trusted third party to a decentralized P2P-style overlay network.
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