Yes, it's safe to eat watermelon seeds. This goes for both the white and black seeds found in most watermelons. In fact, just about every component of watermelon is safe to eat. Pickled watermelon ...

through agricultural journals and seed catalogs from the 19th century, the characteristic description of the Bradford melon: “oblong, dark green rind watermelon with red flesh and white seeds ...