Pre-heat the oven to 450 degrees F. Line a baking sheet with aluminum foil. Spray the baking sheet with cooking spray.
In a large bowl combine parmesan cheese, salt, garlic powder, paprika, and ground black pepper.
Add the potatoes and toss to coat. Drizzle the potatoes with the olive oil and toss to coat again.
Arrange the potatoes in a single layer on the baking sheet. Place into the oven and bake at 450 degrees F. for 35 minutes (flipping the fries over halfway through cooking) or until golden brown.