ConceptPETs / Privacy Enhancing Technologies
Privacy-Enhancing Technologies
A class of technologies intended to preserve privacy protection during the data usage stage, including homomorphic encryption, federated learning, differential privacy, and secure multi-party computation. Current adoption challenges include high performance overhead and significant engineering complexity.
Timeline (last 90 days)
Oct 16
Privacy-enhancing technologies (PETs) include homomorphic encryption, federated learning, differential privacy and secure multi-party computation, with the goal of maintaining privacy protection at the data usage stage as well, but they still face deployment challenges such as high performance overhead and high engineering complexity.
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