Reinforcement Learning for Autonomous Cyber Defense

Presenters:
Krystal Jackson, Junior AI Fellow, CyberAI Project, Center for Security and Emerging Technology
Andrew Lohn, Senior Fellow, CyberAI Project, Center for Security and Emerging Technology

There has been a surge in open source tools for developing reinforcement learning-based autonomous cyber defense. This talk will walk through, 1) why attendees should be interested in this emerging field, 2) how to use these tools, 3) how to extend them for tailored applications, 4) how to evaluate performance claims, and 5) what …

autonomous center cyber cyber defense defense emerging jackson open source open source tools project security technology tools