AI and Machine Learning in Cybersecurity: Offensive and Defensive Applications

Explore the transformative potential of artificial intelligence and machine learning in cybersecurity through this comprehensive HackMiami conference talk. Delve into the practical applications of AI/ML technologies for both offensive and defensive cyber operations. Learn how to leverage commercial and open-source AI/ML platforms to enhance red team capabilities, including voice and video manipulation, automated coding, text generation, and workflow coordination. Discover how blue teams can utilize the same foundational technologies to develop advanced defensive strategies, such as automated threat intelligence, incident response, real-time anomaly detection, and system hardening scripts. Gain valuable insights from experienced cybersecurity professionals Marcus Carey and Jonathan Echavarria as they bridge the gap between offensive and defensive applications of AI/ML in the field of cybersecurity.

I, For One, Welcome Our New Silicon Overlords. Marcus Carey, Jonathan Echavarria