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Belief-Based Decision Making for Service Migration

机译:基于信念的服务迁移决策

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Service migration is an important strategy to improve a system's ability to survive malicious attacks and to continually provide mission-critical services. By moving the critical services from their compromised platforms to other clean, healthy platforms in order for those services to continuously function on those new platforms, further loss can be avoided in case of a devastating attack. Given the increasing complexity of malicious attacks and limited resources to fully assess any damage caused by attacks within a short period of time, damage assessment as provided by each intrusion detection agent is often incomplete or uncertain. By integrating multiple sources of damage assessments from different intrusion detection agents, a more reliable and trustworthy damage assessment can be formed about a platform of concern. Such a combined damage assessment is important in determining whether a service migration is necessary. We present a transferable belief-based decision model to represent and combine individual damage assessment outputs from multiple intrusion detection agents and then construct a comprehensive, more reliable output. A final decision can be made to choose the most effective and cost efficient security action to take in an intrusion scenario.
机译:服务迁移是提高系统抵抗恶意攻击并持续提供关键任务服务的重要策略。通过将关键服务从受损平台迁移到其他干净,健康的平台,以使这些服务在这些新平台上连续运行,可以避免遭受破坏性攻击时造成进一步的损失。鉴于恶意攻击的复杂性越来越高,并且在短时间内无法完全评估攻击所造成的损害的资源有限,每个入侵检测代理提供的损害评估通常是不完整或不确定的。通过集成来自不同入侵检测代理的多种损坏评估来源,可以围绕一个关注的平台形成更可靠,更值得信赖的损坏评估。这样的综合损害评估对于确定是否需要迁移服务非常重要。我们提出了一种基于信念的可转移决策模型,以表示和组合来自多个入侵检测代理的单个损害评估输出,然后构建一个综合,更可靠的输出。可以做出最终决定,以选择最有效和最具成本效益的安全措施来采取入侵方案。

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