In the context of privacy-preserving AI, what is the primary purpose of homomorphic encryption?

  • To anonymize user identities.
  • To perform computations on encrypted data without decryption.
  • To protect data during transmission.
  • To securely store data in the cloud.
The primary purpose of homomorphic encryption is to enable computations on encrypted data without the need for decryption. This is crucial for privacy-preserving AI as it allows data to remain encrypted while still being useful for analysis and processing.
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