How can ZKPs ensure AI model integrity in high-security applications

Question

Can i know How can ZKPs ensure AI model integrity in high-security applications?

Answer 1

You can use Zero-Knowledge Proofs (ZKPs) to verify that an AI model's output was generated correctly without revealing the model or input data.

Here is the code snippet below:

In the above code, we are using the following key points:

• Simulated model logic under a ZKP framework

• PrivVal to protect sensitive values

• Proof that links input and output without exposing them

Hence, ZKPs allow secure validation of AI behavior in sensitive domains without disclosing internal details.