Step 1. Pour a little rubbing alcohol over an old, soft-bristled toothbrush.
Step 2. Rub the silly putty gently with the toothbrush until it comes off the sock.
Step 3. Wash the sock as you normally do.

Also, Dear Santa, please no more Silly Putty. kthxbai!