Robustness of AI systems - Evasion attacks and mitigations

In this nugget, we will discuss about evasion attacks. You will gain a comprehensive understanding of the inner workings of evasion attacks, uncovering why they are renowned for their stealthy and elusive nature. We will explore the intricacies of these attacks, highlighting their ability to bypass security measures and evade detection. As we delve deeper, you’ll discover the importance of addressing evasion attacks effectively.Towards the end of the session, we will introduce various mitigation strategies designed to counteract and neutralize these elusive threats. By the conclusion of this video, you’ll be well-equipped to recognize and defend against evasion attacks in the complex landscape of machine learning security.