Explore the intersection of machine learning and cybersecurity in this 44-minute conference talk from BSides Chattanooga 2018. Delve into key definitions, types, and methods of machine learning before examining its applications in real networks. Understand the implications of zero visibility in machine learning systems and discover practical applications, including image analysis and threat detection. Learn how both defenders and malicious actors leverage these technologies, and gain insights into the potential future of AI-driven cybersecurity.