AI In Cybersecurity Education -- Scalable Agentic CTF Design Principles and Educational Outcomes

Haoran Xi, Minghao Shao, Kimberly Milner +11

Large language models are rapidly changing how learners acquire and demonstrate cybersecurity skills. However, when human--AI collaboration is allowed, educators still lack validat…