PQC-native C2PA-compatible content provenance for AI outputs. Sign every LLM/image/audio output with ML-DSA so its origin and chain-of-custody remain verifiable after quantum computers exist. Includes pluggable assertions (AI-generated, training data, usage licensing). 34 tests passing.
Use this model
Pull with QuantumShield
quantumshield pull quantmrkt/Signed AI Content Provenance Verify integrity
quantumshield verify quantmrkt/Signed AI Content Provenance pip install
pip install quantumshield && quantumshield pull quantmrkt/Signed AI Content Provenance PQC-Verified with ML-DSA-87
This model has a real FIPS 204 ML-DSA-87 (Dilithium5) signature from the platform signing authority. Signature chain includes 3 verification(s). Last verified 2026-03-26.
README.md
Signed AI Content Provenance
PQC-native C2PA-compatible content provenance for AI outputs. Sign every LLM/image/audio output with ML-DSA so its origin and chain-of-custody remain verifiable after quantum computers exist. Includes pluggable assertions (AI-generated, training data, usage licensing). 34 tests passing.
Model Details
| Framework | Python |
| Parameters | N/A |
| License | Apache 2.0 |
| Signature Algorithm | ML-DSA-87 |
| Source | github |
Intended Uses
This model is registered on the QuantaMrkt quantum-safe registry. All files have been cryptographically verified using post-quantum signatures.
Quick Start
# Install the CLI pip install quantumshield # Pull the model quantumshield pull quantmrkt/Signed AI Content Provenance # Verify file integrity quantumshield verify quantmrkt/Signed AI Content Provenance
About
PQC-native C2PA-compatible content provenance for AI outputs. Sign every LLM/image/audio output with ML-DSA so its origin and chain-of-custody remain verifiable after quantum computers exist. Includes pluggable assertions (AI-generated, training data, usage licensing). 34 tests passing.
Get this model
Pull with QuantumShield
quantumshield pull quantmrkt/Signed AI Content Provenance Verify signatures
quantumshield verify quantmrkt/Signed AI Content Provenance