Pallas refers to Pallas Athena, the Greek goddess of wisdom, warfare, and craftsmanship. In the context of Book XII, Pallas represents both a protective force and a symbol of strategic warfare, influencing key events through her guidance and support of characters like Aeneas in their battles and decisions.