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

This research presents YANN s, a next-generation cybersecurity architecture introducing an identity-driven and adaptive security model based on hardware root of trust, biometric authentication, and artificial intelligence. The system integrates continuous identity verification, behavioral analysis, and real-time threat detection to overcome limitations of traditional password-based and multi-factor authentication systems. By anchoring trust at the hardware level (YS Core) and combining biometric and AI-driven mechanisms, YANN s establishes a scalable, non-transferable, and dynamic security framework. This work presents a conceptual and architectural research study with applications in critical infrastructure, enterprise systems, financial environments, and next-generation connected devices.