The most effective theft detection system starts with high quality data, combining advanced data analysis with different detection algorithms. Water TheftIn water systems, theft has also evolved, driven by scarcity and rising costs. A lot can be done to prevent cyber-attacks on SCADA systems, there are government and industry guidelines on SCADA cybersecurity. One of the key challenges in pipeline theft detection is that no single method works effectively under all operating conditions. Q7) What are the primary sources of false positives in AI-based pipeline detection systems and how can machine learning help with reducing them?