I'm with @Zande on the pantyhose. But there isn't an easy fix. When a Basenji meets a collar they don't like the collar is going to come off. Even attaching the collar to a harness, the half life of the collar on my dogs is about 15 seconds. Unless I'm there to supervise and they get sleepy and give up.
Hope your pup gets better soon!