Yes, vinegar keeps rabbits away. Bitter chemicals like vinegar are often recommended by home gardeners to deter rabbits and other pests. You may soak old corn cobs in vinegar for a few minutes. Then scatter them over the garden's perimeter to keep wild rabbits away. After a few weeks, resoak them to replenish the vinegar.