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

Authors: H. Xi, M. Shao, K. Milner, V.S.C. Putrevu, N. Rani, M. Udeshi, P. Krishnamurthy, B. Dolan-Gavitt, S. Garg, S.K. Shukla, F. Khorrami, A. Hillel-Tuch, M. Shafique, R. Karri

arXiv preprint arXiv:2603.21551; Mar. 2026