The horse fly's antennae are very sensitive and can detect smells as small as one-tenth of a part per billion. Horse flies are attracted to the odor of sweat, which is made up of many different chemicals. They are attracted to carbon dioxide and ethyl acetate, which are common in the air around us. They are also attracted to the pheromone of humans and animals, which comes from the testosterone in the sweat.