{"repo":"AmirhosseinHonardoust/Multichain-Scam-Deployer-Graph","free":true,"listed":false,"github":"https://github.com/AmirhosseinHonardoust/Multichain-Scam-Deployer-Graph","clone":"git clone https://github.com/AmirhosseinHonardoust/Multichain-Scam-Deployer-Graph.git","description":"A cross-chain intelligence toolkit that maps suspicious smart-contract deployers across Ethereum, BSC, Arbitrum, and Base. Fetches deployer histories using Scan V2 APIs, builds a structured NetworkX graph, extracts ML-ready behavioral features, and assigns heuristic risk scores to identify scam clusters and malicious deployment patterns.","language":"Python","stars":14,"topics":["arbitrum","base-chain","blockchain-security","bsc","cybersecurity","data-science","deployer-reputation","ethereum","forensics","graph-analysis"],"license":"MIT","category":"blockchain-web3","readme_excerpt":"Multichain Scam Deployer Graph Cross-Chain Intelligence System for Mapping Malicious Deployer Behavior Across Ethereum, BSC, Arbitrum & Base --- Overview Multichain Scam Deployer Graph is an advanced on-chain intelligence toolkit designed to identify, analyze, and visualize malicious smart-contract deployers across multiple blockchains. Using block-explorer API data, it builds a full relationship graph linking: Deployer addresses Contracts they created Chains they operate on Graph-level metrics (degree, centrality, expansion) Risk-based features suitable for ML models This system enables deep blockchain forensics, including: Detecting scammer clusters Identifying deployers shared across chains Quantifying deployer influence Profiling contract factories and rugpull creators Generating ML-ready datasets to detect high-risk deployers The project outputs NetworkX graphs , GEXF files , CSV edge + node tables , and a full feature matrix with risk scores . Designed for security analysts, data scientists, threat researchers, and anti-scam detection teams . --- Project Structure --- Installation Install dependencies: Set block-explorer API keys : Windows (CMD) macOS / Linux --- 1. Fetch Contract Deployment History Fetch the \"normal\" transactions for any deployer: This downloads: all transactions by the deployer filters ones that created contracts stores them as structured JSON Example output: Repeat for: --- 2. Build the Multi-Chain Graph Combine any number of raw JSON fetches: This p","default_branch":null,"files":null,"tree":[],"storefront":"/r/AmirhosseinHonardoust","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/AmirhosseinHonardoust/Multichain-Scam-Deployer-Graph/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."}