1. In a small bowl, mix mayonnaise, lemon juice, and mustard. Stir in shrimp and 2 tablespoons chives. Add salt and white pepper to taste.
2. Spoon equal portions shrimp mixture (about 1 tablespoon) on bottom end of each endive leaf; arrange on a platter. Sprinkle with remaining chives.