Can every improvement in deep-fake detection be incorporated into the discriminator step of the deep-fake generator?
But you can hinder it's use quite easily if you have a private/commercial implementation by just not doing realtime detection.
For those unfamiliar: https://en.wikipedia.org/wiki/Generative_adversarial_network