The FotoForensics site can be a valuable tool in checking the authenticity of an image. It’s easy to alter images with software and try to fool people with them. FotoForensics uses a technique called Error Level Analysis (ELA) to identify suspicious areas and highlight them visually. Playing with it a bit shows me that it takes practice to know what you’re seeing, but it’s worth knowing about if you ever have suspicions about an image.
Let’s start with an obvious fake, the iconic New Horizons image of Pluto with the equally iconic Disney dog superimposed on it. The ELA analysis shows a light-colored boundary around most of the cartoon, and the interior has very dark patches. The edge of the dwarf planet has a relatively dim boundary. According to the ELA tutorial, “Similar edges should have similar brightness in the ELA result. All high-contrast edges should look similar to each other, and all low-contrast edges should look similar. With an original photo, low-contrast edges should be almost as bright as high-contrast edges.” So that’s a confirmation that the New Horizons picture has been subtly altered.