Patients with compromised immune systems, such as those with HIV/AIDS, cancer, or undergoing chemotherapy, are most susceptible to Staphylococcal Scalded Skin Syndrome (SSSS) due to their weakened ability to fight off infections. Additionally, newborns and young children are also at higher risk of developing SSSS.