So the person went to Canada from the United States illegally right?
What was the person's status in the United States? How was the person able to go to the United States? What passport does this person hold?
I guess the main answer is, no one can tell you, the person applying will need to be 100% truthful in the visitor visa application, Canada and the US share information so hiding things won't help.