I have already explained analogically how MPC works, but here is another analogy according to Whiteboard Crypto:
Let’s say five healthcare companies want to work together to build an AI model for cancer diagnosis.
They all have patient data, but sharing it directly is illegal or risky due to privacy laws.
Instead, they break the data into smaller, meaningless pieces and distribute these pieces among each other.
None of the companies have access to full data, but by combining their pieces, they can train the AI without compromising any patient’s privacy.
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I watched the YT video by Whiteboard crypto and decided to write.
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