AI-powered cybersecurity solutions are becoming increasingly necessary to keep up with attacker innovation, but security leaders are having a difficult time navigating vague or confusing vendor claims, and making sense of different AI technologies. 

This white paper examines how supervised machine learning, unsupervised machine learning, and Large Language Models (LLMs) can be applied to cybersecurity, and how Darktrace combines specific techniques into a multi-layered architecture to augment human security teams and stop novel threats.