In a small bowl, mix together the brown sugar, paprika and garlic powder.
In a large bowl, add the chicken pieces and oil and toss to coat well.
Add the spice mixture and again, toss to coat well.
Wrap each of chicken piece with a bacon piece.
Grease the Air Fryer Basket with cooking spray and then slide inside.
Adjust the temperature of Air Fryer to 390 °F to preheat for 5 minutes.
After preheating, arrange the chicken pieces into the greased Air Fryer Basket in a single layer.
Slide the basket into Air Fryer and set the time for 8-9 minutes.
After cooking time is finished, remove the chicken bites from Air Fryer and serve.