Typhoid is the odd one out because it is the only bacterial disease in the list. AIDS (caused by HIV), Influenza (caused by influenza virus), Pneumonia (most commonly viral), and Rabies (caused by rabies virus) are all viral diseases. Typhoid is caused by Salmonella typhi bacteria.