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Discovering and Utilising Expert Knowledge from Security Event Logs

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Figure

Figure 3.1: Summarised steps of proposed automated knowledge acquisition process, where same coloured components belong to a single step.
Figure 3.2: A visual time line representation of D covering a time span of 20 seconds.
Figure 3.3: A live entry of event type, 5447, acquired using the Event Viewer appli- appli-cation of a Microsoft system
Table 3.1: Example of converting temporal-association rules to a DAG by removing conflicts, duplicates and cycles.
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Clustering Techniques Domain Representation Languages Association Rule Mining Techniques Causal Inference Techniques Establishing Support Value Domain Modelling Example Knowledge Utilisation Accuracy Interpretation Of The Plan For Usability

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