A Global Fusion Classifier for Cyber Threat Detection built on specialized models for Malware, Phishing, DDoS, and IoT attacks. Features include real-time detection, visual dashboards, attack simulation with causal sampling, and ensemble learning for high accuracy across diverse threats.