Your problem is going to be sweat, waterproof duct tape will prevent sweat evaporating and will cause the tape to un-stick.
As the NHS states:
There is limited evidence to support the effectiveness of using duct
tape to treat warts. However, side effects of this type of treatment
are rare, although the skin can become irritated.
I suggest using ...