I was recommended and have tried Tuffner Pre-tape. Used by dancers and physios on sweaty people. 
It was better than no spray. Turns out it was easy to remove. However the oversocks that fell down after 10 mins stayed up for around 25. I think the issue was that the versions I had were too large for me, and I am looking for a smaller, tighter pair.
Worth a try.