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.


Data Analysis Lab I

17 Maio 2018, 18:30 Alysson Neves Bessani

Analysis of Netflow datasets. 


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.