Systems and methods for increasing a false positive identification rate of a face recognition algorithm are provided. A method includes using a first image sensor, acquiring image data for a first facial image of a person and selecting an application profile for the first facial image. The application profile is selected to modify the image data to alter a value of an image classification feature used by a face recognition algorithm to increase a false positive identification rate of the face recognition algorithm that is configured to match an input facial image with at least one of N stored facial images. The method further includes, modifying an aspect associated with the face of the person, such that a second facial image of the face, when acquired by a second image sensor subsequent to the modification of the aspect, is different from the first facial image.