According to the University of Georgia, deer tend to avoid plants with strong aromas, such as lilacs.The common lilac, a deciduous shrub, can grow up to 15 feet tall. A deciduous tree, the Japanese tree lilac can grow up to 30 feet tall and 20 feet wide.