An embodiment of the invention may include a method, computer program product and computer system for image classification and masking. The method, computer program product and computer system may include computing device which may receive image data from one or more sources. The computing device may classify the image data utilizing visual recognition classification and identify one or more classified features, each classified feature being associated with one or more attributes. The computing device may analyze the classified image data to determine if one or more of images of the classified image data contains one or more sensitive attributes. In response to determining one or more images of the classified image data contains one or more sensitive attributes, the computing device may apply a masking technique and may generate one or more masked images.