AOSSIE-Org / AOSSIE-Org/OpenVerifiableLLM
[Feature] : Implement Zero-Knowledge Proof of Dataset Inclusion (ZK-DI)
Open
- Dominant language
- Python
- Stars
- 18
- Forks
- 31
- Avg merge
- 1m
- Merged PRs (30d)
- 2
Description
### 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**
Contributor guide
Assessment
This issue has not been assessed yet.