Dzreke, S.S. and Dzreke, S.E. 2026. The Living Citadel: A Generative Framework for Continuous Threat Sensing, Adaptive Enterprise Architecture Hardening, and Perpetual Business Risk-Security Alignment. International Journal Software Engineering and Computer Science (IJSECS). 6, 2 (Aug. 2026), 548–560. DOI:https://doi.org/10.35870/ijsecs.v6i2.7478.