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Ghiëtte, V.D.H. (author)This thesis focuses on the classification of behavioural aspects of scanners based on unroutable traffic collected from two /16 subnets. Firstly the study determines that the use of a smaller dataset achieves similar results and allows for the same correctness compared to larger ones. Secondly different scanning tools are analysed, and methods...master thesis 2016