Yes you can. I have done so myself. Overnight parking is allowed. Seminole Rest is managed by Cape Canaveral National Seashore. I went an additional step and called the county sherrifs office to confirm ahead of time. They were very helpful and even took my vehicle info and told me they would watch out for my car during routine patrols. I parked for two nights.
Not at Seminole Rest
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