My thanks to bengasman.
I bought some PTFE tape yesterday, and wrapped it round the thread from the tap. After researching how to use it elsewhere on this forum (put it on in the same direction as the conector bolt will turn, wrap it tightly, and make sure it moulds into the threads), I put on...