False data injection attacks (FDIAs) represent a significant threat to power grid cybersecurity, designed to manipulate crucial measurement data and thereby compromise the operation of power grids.

Due to the great diversity of loads in low-voltage systems, the detection based on characteristic parameters of the current often confuses series arc faults (SAFs) with complex loads. To address this ...