Can I take joinet custody from a illegal immigrant?

I think you have a rather strong chance of changing custody with you as primary as well as other safeguards if you can demonstrate that there is a real threat of your ex-husband leaving the Country with your children. You must show that there has been a change of circumstances since the COurt Ordered joint custody and that a change in custody will serve the  best interests of your children.