Abderrahim Moutaharrik, a competitive kickboxer, was arrested in April on suspicion of links to Isis.
He was given a six-year prison term while his wife Salma Bencharki, was sentenced to five years, the AGI news agency reported.
They were arrested in April after police wiretapped their conversations and concluded that they were about to decamp to Syria with their two children, then aged two and four.
Moutaharrik was allegedly recorded saying he would be willing to mount an attack on the Vatican, which Isis propagandists have regularly threatened to do.
His lawyer said after the sentencing that he had never said that and that he intended to appeal his conviction.
Two other people, Abderrahmane Khachia and Wafa Koraichi, received a prison term of six years and three years, four months of house arrest, respectively, after also being convicted of links to international terrorism.
Khachia's brother, Oussama Khachia, was expelled from Italy in January 2015 for promoting Isis and reportedly died in Syria later that year.
Koraichi is the sister of Mohammed Koraichi, a Moroccan who reportedly took his Italian wife and their three children to join Isis in the Middle East.