1. INTRODUCTION
Malicious software (short: malware) is the key enabler for digital crime and thus poses a serious threat to the modern society. One of its many uses is the creation of botnets. These networks of compromised computers (bots) are controlled by a third party (botmasters) and provide a flexible toolset for various illegal activities, promising remarkable financial gain with a low risk of being caught. Examples for activities are the massive sending of unsolicited messages (SPAM), distributed denial of service (DDoS) attacks, or the automated extraction of sensible credentials such as account login information or banking details.