Abstract: With the increasing drug resistance of bacteria, especially Gram-negative bacteria, the infection of drug-resistant bacteria has become one of the most challengeable clinical problems. The siderophore-antibiotic conjugates based on the "Trojan horse" strategy can penetrate the extracellular membrane of Gram-negative bacteria by active transport, and they are expected to become a powerful weapon for clinical anti-infection treatment. This review describes the drug design strategies of siderophore-antibiotic conjugates reported in recent years, and focuses on the use of different types of antibiotics in this strategy.