IP Protection and Privacy in LLM: Leveraging Fully Homomorphic Encryption

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RSA Conference

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98,700

Published on June 10, 2024 9:16:38 PM ● Video Link: https://www.youtube.com/watch?v=lmIgGD8csy0

Duration: 43:41

291 views

7

Presenters:
Benoit Chevallier-Mames, VP of Cloud and Machine Learning, Zama
Jordan Frery, Research Scientist, Zama

Large Language Models (LLMs) are increasingly utilized in various applications. However, there's a dilemma between safeguarding the model owner's assets and ensuring the user's data privacy. This session introduces a hybrid method that employs Fully Homomorphic Encryption to address both these concerns. Presenting a live demonstration of the approach, highlighting its practicality and efficiency.

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