Data Science And Cybersecurity – Pavia

Argomenti del programma: What is Data Science in the Big Data era. Overview of machine learning and deep learning methods. Python libraries for data manipulation, Machine Learning and Deep Learning. Explainable AI (XAI). Data Science and XAI as a tool for cybersecurity. Security of Machine Learning. Adversarial Examples. Model and Data Poisoning. Introduction to Large Language Models and their data science and security implications.