Local Federated Enclave Console
Local FedProx optimization, enclave privacy bounds, and SQLite receipt ledgerCONFIDENTIAL COMPUTE ENCLAVEATTESTATION VALIDATED
Site A: BreaKHis Specialty Oncology Center
31.4% Benign (High Malignancy Non-IID Skew) · Signer: …
Local Specimens
7,909
Model Parameters
5,927,510
Local Accuracy
88.4%
Air-Gap Egress
0 Bytes
Local FedProx Optimization Controls
Execute training epochs against this hospital’s private partition with proximal penalty
Proximal Objective:
min L_local(w) + (μ/2) ||w - w_global||²
3 epochs
0.01
Local Enclave Optimization Telemetry
Real-time loss convergence and FIPS 180-4 parameter digests
Ready to run local PyTorch optimization on this hospital node.
Select epochs and proximal penalty μ on the left, then click Run.
SQLite Immutable Receipt Ledger
Local tables: base_model_read_receipts, materializations, and receipt events
| Receipt ID | Assignment ID | SHA-256 Checksum | State | Issued |
|---|
