Pat the chicken thighs dry with paper towels.
In a small bowl, mix together the smoked paprika, cayenne, salt, black pepper, white pepper, thyme, and basil.
Rub the seasoning all over the chicken — both the front and back.
Place the chicken in a single layer in the air fryer basket, leaving space between each piece.
Set the air fryer to 350°F and cook for 5 minutes.
After 5 minutes, spray the chicken generously with olive oil and air fry for another 20–25 minutes, flipping halfway through.
Check the internal temperature with a meat thermometer; it should read 165°F at the thickest part before removing.
Let the chicken rest for 5 minutes, then serve.