Cats, especially black cats, have many different associations with Halloween. They make scary yowling calls. They are associated as familiars with witches and other magical beings. Black cats or silhouettes of cats are frequently used as part of Halloween decorations.
Some people consider all black cats unlucky, especially if they are touched by mankind.