If you lie, or try to deceive them in any way, they WILL find out and you will be refused and banned from Canada for 5 years. Always tell them the truth.
Also, tell your wife. Don't build a relationship on lies. Plus, if you ever get interviewed and they ask her about your past and she doesn't...