Statistical Analysis Statistical tests can reveal if an image holds steganographic content. Simple tests just measure entropy of the redundant bits: Correlation towards one. Maurer's "Universal Statistical Test for Random Bit Generators" We expect images with hidden data to have a higher entropy.