Is it legal to link a webpage that may have illegal content?

Lets say I have a link in my website to another web page.

One day the owner of the linked web page publishes a link to song, video or torrent file containing copyrighted materials that he/she does not have rights to redistribute.

Can I get in trouble for linking this web page ?