The 32 year-old Wales international was out of contract at Norwich at the end of last season and has signed a one-year-deal with a 12-month option.
Black Cats manager Niall Quinn told the club's official website: "Darren's arrival will increase the necessity and desire of all our keepers to make the team and they must all push each other now."