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Security incident disposition predictions based on cognitive evaluation of security knowledge graphs

机译:基于安全知识图认知评估的安全事件处置预测

摘要

Mechanisms are provided to perform security incident disposition operations. A security incident is received that includes a security incident data structure comprising metadata describing properties of the security incident, and a corresponding security knowledge graph which includes nodes representing elements associated with the security incident and edges representing relationships between the nodes. The security incident data structure and security knowledge graph are processed to extract a set of security incident features corresponding to the security incident and input the extracted set of security incident features into a trained security incident machine learning model. The model generates a disposition classification output based on results of processing the extracted set of security incident features. The disposition classification output is output to the source of the security incident data structure.
机译:提供了执行安全事件处理操作的机制。接收安全事件,该安全事件包括安全事件数据结构,该安全事件数据结构包括描述安全事件的属性的元数据,以及相应的安全知识图,该安全知识图包括表示与安全事件相关联的元素的节点和表示节点之间关系的边。对安全事件数据结构和安全知识图进行处理,提取与安全事件对应的一组安全事件特征,并将提取的一组安全事件特征输入到经过训练的安全事件机器学习模型中。该模型基于处理提取的安全事件特征集的结果生成处置分类输出。处置分类输出被输出到安全事件数据结构的源。

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