Model Equality Verification
Zero-knowledge proof research for privacy-preserving AI verification.
Research at SPAR on zero-knowledge proofs for verifying model equality without revealing sensitive model or data details. The work studies weaknesses of watermarking-based approaches and privacy-preserving alternatives for secure model authentication.