MODEL REGISTRY•2 Active Topologies

Model Registry & zkML Specs

Immutable neural topologies anchored to Arbitrum L2, weights stored on IPFS, and verifiable proofs compiled to BN254.

Train A Model ⚡

Oncology EHR Neural Classifier

v2.4.0● ACTIVE

Distributed diagnostic model trained across clinical edge enclaves to classify clinical diagnostic risks from 16 normalized patient biomarker dimensions.

Accuracy

96.8%

Loss

0.1084

Arbitrum Hash

0x89f2a71d84e2719a0bc431980aef88219c40

✓ Verified On-Chain

Architecture

MLP [16 In → 32 → 16 → 2 Out]

1,074 Trainable Weights

Storage CID

bafybeigdyrzt5sfp7udm7hu76uh7y26nf3efuylqabf3oclgtqy55fbzdi

IPFS Decentralized Pin

zkML Circuit: 14208 Constraints

KZG-Halo2/EZKL-BN254BN254 Field

Financial Transaction Anomaly Sentinel

v1.2.0● ACTIVE

Privacy-preserving credit card fraud detection neural network trained across banking node partitions without revealing raw financial ledgers.

Accuracy

98.4%

Loss

0.0842

Arbitrum Hash

0x3c99a01f01da52e90bb183920c8f12a884e1

✓ Verified On-Chain

Architecture

Dense [10 In → 64 → 32 → 2 Out]

2,818 Trainable Weights

Storage CID

bafybeid92kf84h2nd82jdf92h4k29df83jf928hd284kd92jd84hd82nd8

IPFS Decentralized Pin

zkML Circuit: 18450 Constraints

Groth16/Circom-BN254BN254 Field