Spoof detection is a security mechanism designed to identify and prevent fraudulent attempts to deceive biometric systems by using fake representations, such as masks or photos, instead of live human traits. It is crucial for maintaining the integrity of biometric authentication systems, ensuring that only genuine users can gain access to protected resources.