I can't think of any beach without people, especially during summer vacation season. However, I found that the beach by Cardiff By the Sea and Carlsbad State Beach to have less people. Also, San Clemente is a nice area if you don't mind driving a little longer.
Best wishes. note: my computer does not let me write in Korean - sorry.