the invention provides methods and systems for detecting and characterizing alterations of media content , such as images , video and audio signals , using watermark messages to carry signal metrics . by comparing signal metrics extracted from the watermark to signal metrics calculated from a suspect signal , a watermark decoder can detect and even classify types of alterations to the watermarked signal .