4 ms·

I think this could extend to major public figures, but offers no recourse to the average joe who doesn't have 100 hours of talking footage online. Deepfakes req

I think this could extend to major public figures, but offers no recourse to the average joe who doesn't have 100 hours of talking footage online. Deepfakes require a lot of data to produce. Anyone who doesn't have this much data, you could reliably assume the content is real.

inglor_cz 6y ago
"Deepfakes require a lot of data to produce." I wonder if this is going to hold, especially as 4K video is becoming the norm.
- belval 6y ago
  It won't, as with everything in DL the models are becoming much better at training on a large amount of data and fine-tuning on very little. I am pretty sure in 1-2 years we will have semi-convincing one-shot learning deepfakes models with 5-10 pictures you could get on the person's Facebook profile.
nomdep 6y ago
"Deepfakes require a lot of data to produce." Are you sure? https://www.myheritage.com/deep-nostalgia https://www.myheritage.com/deep-nostalgia The result is not perfect but it could be with a few more photos. And realistic synthetic voice generation is not so far away in the future.
throwaway316943 6y ago
> 100 hours of talking video You mean like zoom recordings? Yeah nobody has those.
- IAmWorried 6y ago
  Haha, good point. I didn't even really think of that.