

AI for Cyber Defence
Dec 21, 2023
PhD candidates from Imperial College London discuss using AI for cyber defence, winning the CAGE challenge with reinforcement learning. They explore defending networks with blue and red agents, discovering web app vulnerabilities, and defending against diverse hacking attempts. The conversation highlights the importance of data quality and AI in enhancing cybersecurity measures.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 2min
Journey into Data Science and Cybersecurity
01:42 • 5min
Cyber Defense Challenge and Reinforcement Learning in Network Security
06:49 • 2min
Defending Networks with Blue and Red Agents
08:58 • 18min
Exploring Web Application Vulnerabilities through Reinforcement Learning
27:11 • 5min
Defending Against Less Common Hacking Attempts
32:24 • 18min
Team Praise and Job Openings at the Alan Turing Institute
50:20 • 2min