sigp/blockprint
DEPRECATED block fingerprinting
ArchivedAnalyzes Ethereum beacon chain blocks using machine learning (K-nearest neighbors or multi-layer perceptron classifiers) to identify consensus client implementations based on block reward patterns. Integrates with Lighthouse nodes via the `/lighthouse/analysis/block_rewards` endpoint to extract training features, then trains classifiers on graffiti-labeled block data and serves predictions through a REST API backed by SQLite. Now deprecated following protocol changes in Electra that invalidated its fingerprinting accuracy.
No commits in the last 6 months.
Stars
95
Forks
20
Language
Python
License
Apache-2.0
Category
Last pushed
Aug 11, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/sigp/blockprint"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related frameworks
scthornton/trylock
TRYLOCK is a layered security system that protects AI chatbots from manipulation attacks by...
edenia/tikuna
A P2P network security monitoring system for the Ethereum blockchain. :closed_lock_with_key:
rahulsnkr/UnBlockd
A deep learning security system with decentralized onboarding
RepiFahmiSidiq/Onchain-Security-Suite
🛡️ Strengthen Web3 security with our AI-driven token auditor and reputation engine, ensuring...
galafis/Blockchain-Security-Analyzer
Analisador de segurança de contratos Solidity usando detecção de padrões via regex com API Flask