I have been testing google's SynthID for images and while it isn't perfect, it is very good, insofar that I felt some relief from that same creeping dread over what these images will do to perceived reality.
It survives a lot of transformation like compression, cropping, and resizing. It even survives over alterations like color filtering and overpainting.