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Fraunhofer-Institut für Angewandte und Integrierte Sicherheit AISEC
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PublicationSecurity of AI-Systems: Fundamentals( 2022)
;Danos, Vasilios ;Jacob, Sven ;Langer, Fabian ;Markert, ThoraWe 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.