I wonder could the generated faces now be used to actually do further training? Even from scratch for other, similar GANs? Doing so might remove any privacy con

I wonder could the generated faces now be used to actually do further training? Even from scratch for other, similar GANs? Doing so might remove any privacy concerns about real world data being used to train these things (going forward)