Automating Human Workflow in IDS Analysis
Dominic Windisch
Broschiertes Buch

Automating Human Workflow in IDS Analysis

Simulation of Human Activity out of Log Files

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Revision with unchanged content. Nowadays Intrusion Detection Systems (IDS) are still relying on human analysts, fulfilling the task of attack detection. The alarm overload produced by said systems requires a relief of the analyst's daily workload. After an introduction to network security, the book presents an approach based on finite state machines (FSM), showing that human analysis behavior can be modeled directly from IDS log data. The specific alarm data alone revealed lacking information needed for the chosen Text Classification approach to create an operational decision model for the FS...