On April 22, 2019, Rebrab was incarcerated at the prison of El Harrach on the public prosecutor's orders, after his arrest as part of a corruption probe. He was released on January 1, 2020, after having been sentenced to six months for tax, banking and customs offenses, and having been in custody for longer than his eventual sentence.