Provided is a device and method to determine blood glucose sensing data. The device may determine whether blood glucose sensing data is an error candidate based on a sampling value and a sampling slope of the blood glucose sensing data, and finally determine whether the blood glucose sensing data is error data by applying a blood glucose signal determination model to the error candidate.