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The Faculty of Computer Systems and Technology at Technical University – Sofia undertook analyses and experiments on the use of Artificial Intelligence methods in the field of Information Security. In the course of the study a Cyber Defence related to the classification consisting of three phases has been proposed: Operative Cyber Intelligence, Tactical Cyber Intelligence and Incident Handling. It has been found that there is no universal Artificial Intelligence method effective for all phases mentioned above and for all applications. In each case, a set of criteria should be developed to select (and then experiment) an appropriate method (or combination of methods). A selection of methods for the first two stages of Cyber Defence was described in previous work. In the present paper are considered some of the considerations related to effective use of appropriate methods for the Incident Handling phase.