Some embodiments of graphical spam detection and filtering have been presented. In one embodiment, an electronic mail addressed to an electronic mail account is screened. If a graphic image is embedded in a body of the electronic mail and a sender of the electronic mail is unidentified, then the electronic mail is classified as unsolicited bulk electronic mail.