Sumários
Machine Learning for Security
25 Maio 2018, 17:30 • Alysson Neves Bessani
Anomaly detection; pitfalls for using ML for security; ML types; Building an anomaly detector; Reality check. (the lecture was on 1st of June)
Data Analysis Lab II
24 Maio 2018, 18:30 • Alysson Neves Bessani
Analysis of Netflow datasets (continuation).
Data Analysis for Security Awareness
24 Maio 2018, 16:30 • Alysson Neves Bessani
Data collection and storage; Exploratory data analysis; Security data analysis.
Introduction to Intrusion Detection
17 Maio 2018, 16:30 • Alysson Neves Bessani
Main concepts and tools for intrusion detection; Anomaly detection vs Misuse detection; Base-rate fallacy; Examples of systems.