Former New York Mayor Rudy Giuliani’s children aren’t known for always being on their best behavior. The Republican’s daughter, Caroline, supported Barack Obama in the 2008 presidential campaign, and his son, Andrew, was once booted from the Duke University golf team. Now, Caroline has been caught allegedly shoplifting at an Upper East Side makeup store. The 20-year-old was arrested at her mother’s home and brought to the police station for processing. Caroline is currently a student at Harvard University.