Zilberstein is a surname. Notable people with the surname include:

Lilya Zilberstein (born 1965), Russian pianist Osher Zilberstein ( 1935–1973), European-born American rabbi Shlomo Zilberstein (born 1960), Israeli-American computer scientist Yitzchok Zilberstein (born 1934), Polish-born Haredi rabbi in Israel