1. A method, comprising: processing an image included in or attached to an email message to determine whether the image includes features that indicate whether the image is spam; detecting contiguous horizontal regions associated with the image; and detecting horizontal and vertical edges of contiguous regions as the features that indicate whether the image is spam, wherein a ratio of a number of horizontal edges to a number of vertical edges is used, at least in part, to determine whether the image is spam.