Security of AI-Systems: Fundamentals

We present best practice guidelines for certification and verification of Neural Networks, as well as defense techniques against evasion, poisoning, backdoor, and privacy attacks. Moreover, we provide readers with a broad literature study of the aforementioned fields, enabling them to navigate these broad and fast-paced fields of research.