Gram-negative bacteria are a group of bacteria that do not retain the crystal violet stain used in the Gram staining method of bacterial differentiation. This is due to their unique cell wall structure, which includes a thin layer of peptidoglycan surrounded by an outer membrane containing lipopolysaccharides (LPS). The presence of this outer membrane makes them more resistant to antibiotics than gram-positive bacteria.