What are the risks of someone highjacking your wireless router signal?

I need to get a wireless router for my Roku but I’ve been told that I should get some sort of security so that my neighbors can’t use my wireless signal. What exactly does that mean? Does it put my computer at risk? Do they just get free wireless or is it something more sinister? (I should add that I’m a technophobe and fairly computer illiterate.)