// public beta · running on synthetic on-chain data · roadmap · status
SYBILSHIELD

Feature status

What's live, what's beta, what's synthetic-sandbox, what's coming. Updated alongside each deploy. Source of truth: /STATUS.md in the repo.

Core API

POST /v1/account/registerLive
POST /v1/analysesSandbox
GET /v1/analyses/:id/resultsLive
GET /v1/analyses/:id/results/exportLive
GET /v1/analyses/:id/clustersLive
GET /v1/score/:addressSandbox
POST /v1/score/batchSandbox
GET /v1/entities/:addressLive
POST /v1/feedbackLive
POST /v1/appealsLive

Detection methods

Funding-source clusteringLive
Behavioral clustering (HDBSCAN)Live
Graph community detection (Leiden)Live
Cross-chain identity linkingBeta
Temporal anomaly featuresLive
ML ensemble scoring (LightGBM)Beta

Data sources

ENS veterans (G2)Live
Protocol power users (G2)Live
Gitcoin Passport (G1)Roadmap
LayerZero amnesty list (T1)Coming soon
Hop Protocol investigations (T2)Coming soon
Arbitrum Foundation list (T4)Coming soon
Linea filtered list (T4)Coming soon

Providers

MockProvider (synthetic)Live
AlchemyProviderBeta
Self-hosted Erigon/Reth nodeRoadmap

Pipeline

Ingestion stageSandbox
Feature extraction stageLive
Clustering stageLive
ML scoring stageBeta
Evidence generationLive
Audit log writesLive
Webhook delivery (HMAC-SHA256)Live

Adversarial / drift

Adversarial test setLive
PSI drift detectionLive
Retrain orchestratorLive
Auto-retrain on drift alertRoadmap
Feedback-driven label promotionBeta

Frontend pages

/Live
/docsLive
/dashboardLive
/dashboard/analysesLive
/dashboard/analyses/[id]Live
/dashboard/api-keysLive
/dashboard/newRoadmap
/dashboard/billingBeta
/dashboard/settingsRoadmap
/pricingLive
/roadmapLive
/methodologyLive
/aboutBeta
/securityLive
/appealLive
/blogBeta
Cluster network visualisationRoadmap

Billing

Free tier (100 calls/mo)Live
Developer plan ($499/mo)Coming soon
Growth plan ($1,499/mo)Coming soon
Enterprise planComing soon
Per-analysis pricingComing soon
Stripe card paymentsRoadmap
Crypto checkout (NowPayments)Roadmap
API key rotationLive
Webhook subscriptionsLive
Usage trackingLive