He is the only person besides Dumbledore who can exert any control over the poltergeist Peeves, given how Peeves is terrified of him for some unknown reason; Refers to him as "Your Bloodiness" and "Mr. Baron."
The Baron is the Slythein ghost, and he is covered with silvery blood stains.