In a small blender, combine half the cloves of black garlic, sour cream, and olive oil until smooth. With a knife, mince remaining black garlic cloves. In a small bowl, combine all ingredients except walnuts, and mix until smooth. Fold in walnuts. Chill in refrigerator, covered, for 24 hours to let flavors meld.
Serve with vegetables or crackers.