AUTONOMOUS SECURITY LAYERS FOR GLOBAL DISTRIBUTED SYSTEMS: A CROSS-PROOF ARCHITECTURAL FRAMEWORK

The proliferation of distributed computing architectures has fundamentally transformed the cybersecurity landscape, necessitating adaptive defense mechanisms that transcend traditional perimeter-based security models. This paper presents an architectural framework for autonomous security layers in global distributed