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PROACTIVE EMERGING THREAT DETECTION

机译:主动威胁检测

摘要

A system creates a dynamic stochastic network using data relating to events. The dynamic stochastic network includes super nodes, local nodes, and agents. Connections among the super nodes and local nodes include events that are related to the super nodes and the local nodes. Strengths of the connections between the super nodes and local nodes are a function of a number of events that are common to the super nodes and local nodes. The connections are made and broken as the agents interact over time. The strengths of the connections increase and decrease as a function of a change in the number of events that the super nodes and local nodes have in common. An instability metric is calculated for the dynamic stochastic network, and an emerging group threat behavior is detected based on a deviation from the instability metric.
机译:系统使用与事件有关的数据创建动态随机网络。动态随机网络包括超级节点,本地节点和代理。超级节点和本地节点之间的连接包括与超级节点和本地节点有关的事件。超级节点和本地节点之间的连接强度取决于超级节点和本地节点共有的许多事件。随着代理随着时间的推移进行交互,连接建立和断开。连接的强度根据超级节点和本地节点共有的事件数的变化而增加和减少。计算动态随机网络的不稳定性度量,并基于与不稳定性度量的偏差来检测新兴组威胁行为。

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