Yes you can.
There are some campsites that have very nice water access but they tend to stay reserved well in advance and you have to know which sites have this because it is not clear from the descriptions on the reservation site.
Not at the beach swimming area, but there are several campsites that are right at the water.
I believe you can only camp in the predetermined and plotted out sites. Its pictured on their website
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