As a researcher (and experts) in this area - Good luck.

The problem with any deep fake detector:

The model that generates deep fakes are going to directly be tested against the detector. That enables the deep fake generators to improve.

It’s a classic arms race problem. If you make the detector public, you can expect the deep fake models to incorporate that input very quickly.