YANN s: An Identity-Driven Cybersecurity Architecture Based on Hardware Root of Trust and Adaptive AI

Abstract This document presents YANN s, an identity-driven cybersecurity architecture developed by Thorbok Tech. The system introduces a multi-layered security framework combining a hardware root of trust, biometric verification, behavioral authentication, and adaptive artificial intelligence for continuous identity validation. Unlike traditional authentication systems based on static credentials, YANN s operates through persistent and non-transferable identity verification, leveraging real-time behavioral analysis and hardware-based trust mechanisms. The architecture integrates embedded security components, intelligent decision systems, and adaptive response protocols to detect, prevent, and respond to unauthorized access and evolving cyber threats across digital and physical environments. This work outlines a conceptual and technical framework for next-generation cybersecurity systems, with applications in wearable technology, secure access control, and human-computer interaction. This publication represents a high-level research overview. Proprietary technical details and implementation mechanisms are intentionally withheld to preserve intellectual property.