Yes, syphilis can be treated with antibiotics such as penicillin. The type and duration of treatment may vary depending on the stage and severity of the infection. In some cases, a single dose of penicillin is sufficient to treat early-stage syphilis, while advanced cases may require a longer course of antibiotics. It is important to complete the entire course of treatment as prescribed by a healthcare provider to ensure that the infection is completely cleared.