The Prva HNL club, who finished sixth in the league last term, confirmed the deal for the 27-year-old on Tuesday (AEST).
Lustica was released by Wanderers late last month after two years at the club where he made 30 appearances.
He has previously played in Croatia before, spending time with Hajduk Split from 2011 to 2013.