SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

During this presentation, Andreas Sfakianakis will explore 2024 and past CTI Survey results to present on:How the CTI discipline has evolved over the past yearsHow CTI analysts kept up with the ever-changing threat landscapeHow CTI analysts view emerging threatsHow technology enablement improves the efficiency of CTI teams
This talk presents an open-source AI method for clustering, mapping, and correlating security alerts to identify coordinated attacks, improving SOC efficiency and detection of stealthy threats. It details the methodology, tools, and results across cloud, telecom, and industrial control environments.