Sensor networks rely a multitude of sensors to gather data from the environment. However, these networks are fundamentally susceptible to faults that can significantly impact their performance. Fault detection is therefore a crucial aspect of ensuring the dependability of sensor networks. A variety of techniques exist for fault detection in sensor