A taskforce has been established in response to a spate of anti-Semitic attacks as a premier vows to stop hate crimes by potentially increasing police powers.

Victorian Premier Jacinta Allan has vowed to provide all necessary support to the Jewish community after she visited a Melbourne synagogue damaged in an alleged arson attack on Friday night.