Final Year Project 
Year 2025
Status Development
zk‑Fair
Privacy-preserving AI model fairness auditing using zero-knowledge proofs.
Research Paper
Documentation
Live App
Source Code
01
Privacy-Preserving
Audit AI models without exposing sensitive training data or model parameters.
02
Zero-Knowledge Proofs
Mathematically prove fairness compliance without revealing private information.
03
Bias Detection
Verify demographic parity and equal opportunity metrics with cryptographic certainty.