LinkedIn has recently changed their privacy policy to allow people, products or services that you have recommended on the site to use your name and photo unless you opt out. If you'd rather remain private, find out how to change your settings. (Note: LinkedIn is said to be considering changes based on user backlash.)
Learn How To Change Your Settings