Exposing Attacks Hiding in the Sheer Noise of False Positives - Using Data Science for Security Operations

Discover how data science techniques can revolutionize cybersecurity threat detection in this 55-minute conference talk from DEF CON 32. Learn practical approaches to transform overwhelming volumes of security events, logs, and alerts into actionable insights using open-source models and security knowledge encoding. Explore methods for identifying coordinated attacks hidden within false positives and isolated incidents, making security operations more effective and efficient. Perfect for security professionals seeking to enhance their threat detection capabilities, with no prior data science expertise required.