Sensor networks utilize a multitude of sensors to collect data from the environment. However, these networks are inherently susceptible to faults that can critically impact their performance. Fault detection is therefore a crucial aspect of ensuring the robustness of sensor networks. A variety of techniques have been for fault detection in sensor n