In this lecture, Martin Grimmer and Jörn Hoffmann will give you a brief introduction to the field of intrusion detection. They will introduce you to the basics of host-based intrusion detection systems (HIDS), show you some algorithms and talk about our Leipzig intrusion detection data set.