The elder Malfoy was unaware of his son's decision to switch sides up until the very end. It was at the Battle of Hogwarts that Lucius found out and to say he was not happy was an understatement. He told Draco he was his son no longer, yelled at him for damning their cause and making sure all of his sacrifices were for nothing. They hadn't spoken after.