Yes you can. When I was there multiple people had their dogs with them on a leash. :)
You can, just be mindful if your dog is the kind who pulls you along. My dog is like that and those are some steep cliffs that they can pull you off if you aren't careful. Other than that, completely ok for dogs.
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