fast food is everything that doesn't require long time to make it, like sushi, ramen (not instant) , some type of pasta, flatbreads, streetfood and on and on
Junk food is food filled with unhealthy sugars and salt, like mc donalds, all your pizza places, fried shit and also sweet treats like, donuts, icecream, churros, you know fried shit or cotton candy