Doxy PEP (that is antibiotic therapy taken after potential exposure) reduces the risk of contracting bacterial STIs like syphilis and chlamydia (and, perhaps to a lesser degree, gonorrhea). If your guys are on this, their risk is lowered and yours would be as well.