This paper firstly introduced the basic concept of image-spam. And then it classified image-based spam filtering technology according to different standards. Meanwhile, it analyzed and evaluated the popular and major image-based spam filtering methods and technologies. Then it discussed and compared two categories five classification algorithms which have been used in image-based spam filtering were outlined. Finally, it gave some future directions of research on the techniques of image-based spam filtering.