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ChainCloak

Here is where your presentation begins

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Prompt with private data

Different LLMs

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One Solution: Centralized Private Layer

Prompt: My birthday is 1998/05/15 …

Prompt: My birthday is [MASK] …

But the layer itself can see it :)

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Our Solution: Custom Private Layer

Prompt: My birthday is 1998/05/15 …

Prompt: My birthday is [MASK] …

Users can deploy custom private layer!

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  • User Interaction: You input a query into an LLM-enabled device and choose which Anonymization module to trust from a smart contract.
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  • Deploy Anonymization Node: The query is sent to a Custom node, where identifiers and sensitive information are further anonymized.
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  • LLM Processing: The anonymized query is forwarded to the LLM provider for processing.
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  • Data Enrichment (In Future): The LLM provider sends the response back custom node. The node then injects the sensitive information back into the response.
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  • User Experience: The enriched response is sent back to your device.

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Product Demo

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ChainCloak

Custom Decentralized Private Layer is needed for LLMs!

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