Drugs cause allergies in some persons and can cause life-threatening reactions. Among the common drugs responsible for allergic reactions:
Penicillins.
Aspirin and pain-killers from the NSAIDS group: such as ibuprofen.
Anti-epilepsy drugs.
However, in principle, any drug can cause allergic reactions.