{"repo":"AmirhosseinHonardoust/ML-Meets-Etherscan-Realtime-Scanner","free":true,"listed":false,"github":"https://github.com/AmirhosseinHonardoust/ML-Meets-Etherscan-Realtime-Scanner","clone":"git clone https://github.com/AmirhosseinHonardoust/ML-Meets-Etherscan-Realtime-Scanner.git","description":"AI-powered real-time smart contract scanner that connects Machine Learning with Etherscan V2 to analyze newly deployed contracts instantly. Fetches verified Solidity code, performs static risk analysis, computes ML-driven deployer trust scores, and generates full security intelligence pipelines for Web3 threat detection.","language":null,"stars":19,"topics":["blockchain-security","contract-analysis","cybersecurity","defi-security","deployer-reputation","ethereum","etherscan","machine-learning","onchain-data","python"],"license":"MIT","category":"blockchain-web3","readme_excerpt":"Machine Learning Meets Etherscan: A Full Pipeline for Real-Time Smart Contract Scanning How to Build a Complete ML + Blockchain Security System That Monitors New Smart Contracts in Real Time Blockchain security is changing fast. Rugpulls evolve, malicious deployers grow more sophisticated, and new contracts appear every few seconds. Traditional manual audits simply cannot keep up. So what is the future? AI-powered, automated, real-time contract scanning , a pipeline that continuously fetches fresh deployments from Etherscan, analyzes their Solidity code, classifies risk using machine learning, and generates trust scores for both tokens and deployers. In this article, we build exactly that. Step by step. Fully explained. --- Why “Real-Time Smart Contract Scanning”? Every malicious token and every rugpull begins with one moment: A deployment transaction. Once the token is live, investors will be targeted, liquidity may be added, Telegram hype starts, and a scam might unfold in minutes. If we can intercept and analyze a token immediately at deployment , before the first investor buys, we gain: Early warning signals Automatic red flags Deployer reputation insight Liquidity risk estimation Scam pattern detection This is where Etherscan + Machine Learning becomes a powerful combination. --- The Full Real-Time ML + Etherscan Pipeline Below is the complete architecture pipeline: This is essentially a self-contained risk intelligence system . Let’s break it down layer by layer. --- La","default_branch":null,"files":null,"tree":[],"storefront":"/r/AmirhosseinHonardoust","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/AmirhosseinHonardoust/ML-Meets-Etherscan-Realtime-Scanner/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."}