Dilaudid, a controlled substance with a high potential for abuse, is readily accessible online without a prescription. Patients must have a prescription to purchase Dilaudid online. Dilaudid, also available as hydromorphone, is an opioid medication. An opioid is also known as narcotics. It helps treat moderate to severe pain. It is under prescription for long-term use only in pain caused by cancer.