Whiteflies or mealybugs are the likely white bugs infesting your Petunias. While whiteflies can appear and flutter about when you shake the foliage, mealybugs are typically hidden between new leaves and stems. But they can both be easily removed - follow the instructions listed in this 'Common Houseplant Pests & Disease' article to get started.