We have a hard time keeping Trey's socks on in the house. We have Robeez, but he can pull those off. We discovered cord ties work!
http://www.containerstore.com/browse/Product.jhtml?PRODID=63213&CATID=74534
We put them very loosely around Trey's ankles over his socks, and it works perfectly!