Privacy Preservation

Artificial Intelligence Cryptography and Security

PrivateLoRA For Efficient Privacy Preserving LLM

root November 27, 2023 0

This paper introduces PrivateLoRA, a novel Large Language Model (LLM) service paradigm that balances privacy and efficiency. Traditional LLM services force users to choose between privacy and performance. PrivateLoRA addresses…

Cryptography and Security Machine Learning

FLAIM: AIM-based Synthetic Data Generation in the Federated Setting

root October 8, 2023 0

This academic article focuses on the challenge of preserving privacy while enabling collaborative data sharing. It discusses synthetic data generation as a solution, producing artificial data that mirrors the statistical…

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Privacy Preservation

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