Quick Look: Reinforcement Learning for Autonomous Cyber Defense


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This Quick Look provides a short preview of the full session at RSA Conference 2023, taking place from April 24-27, 2023. 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 it will take to have fully autonomous AI defenses in the future.
Contributors
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

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