All this stuff is snake oil, either already, or eventually.<p>There's new models showing up regularly. Civitai recognizes 33 image models at this point, and audio will also see multiple developments. Any successful attack on a model isn't guaranteed to apply to another one, not even yet invented. There's also a multitude of possible pre-processing methods and their combinations for any piece of media.<p>There's also the difficulty of attacking a system that's not well documented. Not every model out there is open source and available for deep analysis.<p>And it's hard to attack something that doesn't yet exist, which means countermeasures will come up only after a model was already successfully created. This is I'm sure of some academic interest, but the practical benefits seem approximately none.<p>Since information is trivially stored, anyone having any trouble could just download the file today and sit on it for a year or two not doing anything at all, just waiting for a new model to show up.