Composite signature-based analysis refers to a method of intrusion detection where multiple packets are analyzed to detect an attack signature. Unlike single-packet analysis, which may only require one packet to identify an attack, composite signature-based analysis looks for patterns across several packets to determine whether an attack is underway. This method is particularly useful for detecting complex attacks that cannot be identified by a single packet's header or payload alone.