Sara PELINKU

Abstract : The main objective of this thesis is to develop a zero-shot framework that autonomously fuses heterogeneous system logs, network traffic, and OSINT into a unified security architecture. This will be achieved through a self-calibrating model that structures disjointed telemetry without manual rules or prior training. The challenge is to identify zero-day anomalies and represent them within a dynamic Knowledge Graph . This methodology is expected to enable the precise measurement and visualization of complex cyber threats.