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Homomorphic encryption is a cryptographic technique that allows specific computations to be performed directly on encrypted data without prior decryption. Only upon final decryption is the correct plaintext result revealed. This technology's uniqueness lies in its dual ability to protect data privacy and enable "active" encrypted data—allowing continued data processing under a secure umbrella. As a result, homomorphic encryption emerges as an ideal technology that seamlessly integrates privacy protection with data processing, finding widespread application across an increasing number of fields.