How much authority does I.C.E. have over our judicial system on grounds of deportation?

Are there loop holes in the law that could protect an illegal immigrant? Or is the law clear--illegal is illegal and they have to go back? Is it possible to sue the court system for not upholding immigration laws--for sweeping it under the rug?