PQC-secured federated learning aggregation. ML-DSA signed gradient updates from clients, verifiable aggregation proofs from server. Pluggable aggregators: FedAvg, FedSum, FedMedian (robust), FedTrimmedMean. Byzantine-resilient. 31 tests passing.
Use this model
Pull with QuantumShield
quantumshield pull quantmrkt/PQC-Secured Federated Learning Aggregation Verify integrity
quantumshield verify quantmrkt/PQC-Secured Federated Learning Aggregation pip install
pip install quantumshield && quantumshield pull quantmrkt/PQC-Secured Federated Learning Aggregation 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
PQC-Secured Federated Learning Aggregation
PQC-secured federated learning aggregation. ML-DSA signed gradient updates from clients, verifiable aggregation proofs from server. Pluggable aggregators: FedAvg, FedSum, FedMedian (robust), FedTrimmedMean. Byzantine-resilient. 31 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/PQC-Secured Federated Learning Aggregation # Verify file integrity quantumshield verify quantmrkt/PQC-Secured Federated Learning Aggregation
About
PQC-secured federated learning aggregation. ML-DSA signed gradient updates from clients, verifiable aggregation proofs from server. Pluggable aggregators: FedAvg, FedSum, FedMedian (robust), FedTrimmedMean. Byzantine-resilient. 31 tests passing.
Get this model
Pull with QuantumShield
quantumshield pull quantmrkt/PQC-Secured Federated Learning Aggregation Verify signatures
quantumshield verify quantmrkt/PQC-Secured Federated Learning Aggregation