The painting stolen appears to be "One: Number 31" by Jackson Pollock. The actual painting is in the Museum of Modern Art in New York City. It has an undisclosed insurance value, though it is estimated to be in excess of $200 million.
In a scene at the harbor, Kate Beckinsale is required to say goodbye to Mark Wahlberg, put their kids in the car, and drive away. Only when they came to shoot the scene did the producers learn that Kate doesn't drive.
Ben Foster and Caleb Landry Jones, who play Sebastian and Andy in the film, have also had roles in the X-Men movie franchise. Foster played as the mutant "Angel" in X-Men: The Last Stand, while Jones played as the mutant "Banshee" in X-Men: First Class.
The trivia item below may give away important plot points.
Role reversal: Giovanna Ribisi played the younger brother of Nicolas Cage in the remake Gone in Sixty Seconds where he was in trouble. Now in this movie, he's under control after Mark Wahlberg's younger brother.