{"repo":"AmirhosseinHonardoust/Onchain-Security-Suite","free":true,"listed":false,"github":"https://github.com/AmirhosseinHonardoust/Onchain-Security-Suite","clone":"git clone https://github.com/AmirhosseinHonardoust/Onchain-Security-Suite.git","description":"A complete Web3 security toolkit combining AI-powered token auditing, ML-based deployer reputation scoring, and live Etherscan V2 data. Includes static analysis for rugpull detection, RandomForest reputation modeling, contract-fetching automation, and Solidity on-chain registries for transparent, reproducible security insights.","language":"Python","stars":22,"topics":["blockchain-security","cybersecurity","defi-security","erc20","etherscan-api","machine-learning","onchain-analytics","python","risk-scoring","rugpull-detection"],"license":"MIT","category":"security-tools","readme_excerpt":"On-Chain Security Suite AI-Powered Token Auditor • ML Deployer Reputation Engine • Etherscan V2 Integration • Solidity Registries --- The On-Chain Security Suite is a complete, end-to-end Web3 security pipeline. It combines: - Static analysis of token contracts (rugpull pattern detection) - Machine learning–based reputation scoring for deployer addresses - Etherscan V2 integration for fetching real on-chain data - Solidity registries to store token audits and deployer scores on-chain This project is designed as: - A portfolio-quality security research project - A practical toolkit for analysts and developers - A template for building more advanced Web3 security systems --- Table of Contents 1. Motivation & Problem Statement 2. High-Level Overview 3. Core Components 4. Architecture 5. Folder Structure 6. Installation & Setup 7. Token Risk Auditor (Static Analyzer) - Patterns Detected - Feature Extraction - Risk Scoring Logic 8. Deployer Reputation Engine (ML Model) - Deployer-Level Features - Labeling Strategy - Model Architecture - From Probability to Risk Categories 9. Machine Learning Training Pipeline 10. Etherscan V2 Integration - Fetching Transactions - Fetching Contract Source Code - Building Deployer History Automatically 11. Solidity Registries - TokenAuditRegistry.sol - DeployerReputationRegistry.sol 12. CLI Tools & Workflows 13. End-to-End Example Flow 14. Assumptions & Limitations 15. Ideas for Extension 16. Roadmap 17. License --- Motivation & Problem Statement Th","default_branch":null,"files":null,"tree":[],"storefront":"/r/AmirhosseinHonardoust","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/AmirhosseinHonardoust/Onchain-Security-Suite/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}