Creating an Advanced Fraud Detection Framework

With a rise in fraudulent transactions, your task is to develop a sophisticated fraud detection framework. Which essential metrics would you monitor to detect and prevent fraudulent activities? How would these metrics facilitate real-time fraud detection and enhance the platform's overall security?