Yes. Place a single layer of bacon in your air fryer, and set the temperature to 350°F. To prevent the bacon fat from smoking and burning, place a small amount of water in your air fryer as well. Cook the bacon for approximately 10 minutes.Keep in mind that air-frying bacon won’t make it less fatty. It’s already laden with fat, so you won’t be cutting calories by cooking it in hot air. The same holds true for other fatty foods you might be tempted to cook in your air fryer, such as hamburger patties and sausage.