Sorry those are a mandatory tax. You don't get those back. But if you had more than 1 employer and went over the max for Social Security you can get the excess back.
For 2023 the max for Social Security is $9,932.40 on $160,200 of wages (160,200 x 6.2%). W2 box 4.
