This paper aims to present the proposal and implementation of a deliberative multi-agent for the extraction of the different events captured within a Honeynet, its analysis, processing and use within a case based reasoning model. The overall design of the Multi-Agent platform, the responsibility of each of its components, its implementation and the results obtained are presented