2022 Security Emerging
Privacy-Enhancing Computation
What Gartner Predicted
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Three technologies for protecting data while in use: trusted execution environments, privacy-aware ML (federated learning), and homomorphic encryption.
3
Prediction Accuracy
3/5
Progressing but still emerging — confidential computing (Azure, GCP) gained traction. Federated learning is used in specific domains. Full practical deployment remains limited.