crazyaiml Why Fraud Rings Survive XGBoost — and How GNNs Stop Them
Row-based ML catches individual bad actors but misses coordinated fraud rings. Graph Neural Networks propagate relational context through transaction networks — here's the architecture, the PyTorch Geometric code, and the production gotchas that matter more than model choice.