Embodiments of the disclosed subject matter provide systems and methods of adaptively adjusting sensitivity of a sensor of a security system that provide a first sensor to detect a motion event of a door or window of a building, and a controller communicatively coupled to the first sensor, to determine whether the detected motion event is a human-caused motion event or a periodic motion event by a comparison between data of the detected motion event and stored motion data, and to generate a security exception when the detected motion event is determined to be a periodic motion event, where the controller adaptively adjusts a sensitivity of the first sensor to detect the motion event according to data aggregated by the first sensor over a predetermined period of time.