Jovanović was arrested on the charges of being responsible for the assassination of Serbian Prime Minister Zoran Đinđić in March 2003. He was convicted of the murder and sentenced to 40 years in prison. The evidence connected him to the infamous Zemun Clan of Serbia's organized crime network, and to its alleged leader, Milorad Ulemek.