The first time I used DumpMedia it was in the free mode. I tried to download 2 private videos from youtube and it's worked perfectly.
So I took my chance and paid for the subscription. Then I got the surprise that I couldn't download the same two videos anymore.
Besides on their website they advertise that it is possible to download private videos
End of the story --- they took my 30$ and vanish