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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.
Syllabus
Intro
Definitions
Machine Learning
Types
Methods
Real Network
What does this all mean
Applications of Machine Learning
Zero Visibility into Machine Learning
Hello World
Image Analysis
Untalented Humor
Applications
Bad Guys
References