It can be as hard a habit to kick as smoking, drinking or other drugs.
In some ways, I'd say it's even harder because you cannot abstain from all food like you can from smoking, drinking or drugs. No matter how dependent you are on food, you still have to keep eating it to survive. Abstinence is impossible.