I used camp soap several years ago on a kayak trip in the Everglades. I can't remember how effective it was. Since it is so inexpensive, I suggest you buy it and, if doesn't work in salt water, save it for a fresh water camp.
Labeling on the container states that yes, the soap works in salt water. I have no way to test the claim