Fraud detection involves identifying and preventing fraudulent activities in various domains such as finance, insurance, and e-commerce by analyzing patterns and anomalies in data. It employs advanced techniques like machine learning, statistical analysis, and network analysis to enhance accuracy and reduce false positives.