If it’s a regular surgical face mask, the answer is no, Dr. William Schaffner, an infectious disease specialist at Vanderbilt University in Tennessee, told Live Science. A more specialized mask, known as an N95 respirator, can protect against the new coronavirus, also called SARS-CoV-2.