Secure multi party computation enables multiple parties to jointly compute functions while keeping their inputs confidential. In contrast, homomorphic encryption allows computations to be performed on encrypted data, yielding results as if they were processed in plain text. Understanding the distinctions between these two methods is crucial for enhancing privacy in computational processes.