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All Journal International Journal Software Engineering and Computer Science (IJSECS)
Semefa Elikplim Dzreke
University of the Cumberlands
Computer Science & IT

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The Living Citadel: A Generative Framework for Continuous Threat Sensing, Adaptive Enterprise Architecture Hardening, and Perpetual Business Risk-Security Alignment Simon Suwanzy Dzreke; Semefa Elikplim Dzreke
International Journal Software Engineering and Computer Science (IJSECS) Vol. 6 No. 2 (2026): AUGUST 2026
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA), Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v6i2.7478

Abstract

Static Enterprise Architecture frameworks, dependent on infrequent security evaluations, create a significant vulnerability known as the "Periodic Architecture Review Trap," wherein defenses deteriorate and threats advance during the intervals between assessments. This research sought to establish and present a conceptual framework for evolving business security from a static, point-in-time condition into a perpetually adaptive system. The research employed a design science approach to develop the Living Citadel (LC) framework, a generative system grounded in continual adaptation. The framework incorporated five fundamental components: ongoing threat and asset detection; generative artificial intelligence for creating new attack scenarios; adaptive risk exposure recalibration; autonomous architecture fortification through reinforcement learning; and a security ledger that ensures integrity. The findings depict the Living Citadel as a comprehensive theoretical framework that facilitates an ongoing cycle of sensing, synthesis, and self-hardening, thereby effectively addressing the security deficiencies of conventional methods. The study found that the framework enables a transition from a static to a dynamic security architecture, reorienting security governance from periodic compliance to continuous, autonomous resilience and real-time risk-security alignment.
Co-Authors Simon Suwanzy Dzreke