Ivanović was arrested in January 2014 on suspicion of war crimes and sentenced to nine years in jail on 21 January 2016 for war crimes by judges from the EULEX Kosovo. However, the Appeals Court in Pristina annulled the guilty verdict on 12 February 2017 and ordered a new trial.