How do I stop my overflow pipe in the cold water tank from leakin?

First I need to know what the cold water tank is, Also would like to know what the overflow pipe is suppose to be for, if it is an overflow pipe maybe it is suppose to overflow.
We need more information.

Is this a toilet tank that's giving you the problem? Tom