AOSSIE-Org / AOSSIE-Org/OpenVerifiableLLM
[Feature] : Implement Zero-Knowledge Proof of Dataset Inclusion (ZK-DI)
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- 主要語言
- Python
- 星號
- 18
- 分支
- 31
- 平均合併
- 1 分鐘
- 30 天內合併 PR
- 2
描述
### What is ZK-DI?
ZK-DI allows a prover to cryptographically prove to a verifier that a specific chunk of text *is exactly present* in the dataset used for training, **without** the verifier needing to download the entire dataset. The verifier only needs the global `merkle_root` and the ZK Proof.
ZK-DI is entirely independent of the neural network or the model training code. ZK-DI operates strictly on the **Data Layer** (which we just finished building) and the **Cryptographic Prover Layer**
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