Data Mining para Auditoria de Segurança (Enaval)

Objectives

This course aims to present quantitative techniques for the detection and classification of cyber-threa ts, need to audit the network security systems. At the beginning are some illustrative cases of this kind of potential approaches. It is made a classification of the various techniques used in this field to visualize complex data.

Syllabus

1. Introduction to techniques for detection and classification of cyber- threats 2. Visualization techniques for multi-dimensional data 3. Introduction to data mining and data preprocessing 4. Techniques for detecting outliers and abnormal behavior 5. Classification techniques behavior