AI Reliability in Security - A New Data Science Paradigm

Explore the concept of AI reliability in security through this 25-minute conference talk from the RSA Conference. Delve into the importance of predicting model performance over time in real-world applications. Learn about the key components of AI reliability, methods for maximizing and measuring it, and its necessity in the field. Discover a mathematical algorithm for optimization and gain insights from Celeste Fralick, Chief Data Scientist at McAfee. Cover topics such as software reliability, implementing monitors, and practical applications in data science. Gain a comprehensive understanding of this new paradigm in AI and its implications for security professionals and data scientists.