This is doing the rounds on twitter etc., but worth posting here … LinkedIn are assuming your acceptance of having your photo and name available for use through third party advertising!  Nice touch!  So, here’s the box you’ll be wanting to uncheck:

A Box You Want to Uncheck on LinkedIn