Artificial Intelligence For Cybersecurity – Pisa

• Slide del corso, notebook, esempi di codice e materiali aggiuntivi forniti dai docenti.

Argomenti del programma: Data Preprocessing: data cleaning, integration, reduction, transformation and discretization. Classification: basic concepts, decision tree induction, Bayes classification methods, lazy learners, techniques for improving accuracy, model evaluation and selection. Clustering: basic concepts, partitioning methods, hierarchical methods, density-based methods, model evaluation and selection.