Abstract:One of the significant problems in using intrusion detection systems is the high volume of low-level alerts. In this paper, an appropriate analysis of cyber alerts has been used to reduce low-level alerts utilising a range of available features of attacks. It has also benefited from the discovery of emerging patterns to improve situational awareness in cyber-attacks. Moving to different levels of generalisation and extraction of rules; based on attribute-oriented induction and emerging patterns is a remarkable… Show more
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