{"repo":"shenyimings/FORGE-Artifacts","free":true,"listed":false,"github":"https://github.com/shenyimings/FORGE-Artifacts","clone":"git clone https://github.com/shenyimings/FORGE-Artifacts.git","description":"[ICSE'26] FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction","language":"Solidity","stars":39,"topics":["benchmark","blockchain","dataset","ethereum","smart-contracts","solidity","solidity-contracts","vulnerability"],"license":"MIT","category":"blockchain-web3","readme_excerpt":"FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction. This repository contains the artifacts for the paper accepted at ICSE'26 Specifically, it includes the source code of the FORGE framework, the dataset constructed by FORGE, and the evaluation results. News - [2026-02-11] 🔥 We have released FORGE-Curated: A curated smart contract vulnerability dataset with moderate size, higher quality, and enhanced feasibility! - [2025-06-20] 🎉 Our paper has been directly accepted by ICSE'26 Round 1 (Direct Acceptance Rate: 9.2%, 60/646). Can't wait to see you in Rio de Janeiro! - [2025-03-12] ✨ We have released the largest smart contract vulnerability dataset FORGE-Dataset, together with the source code of FORGE, the first automated vulnerability dataset construction framework. [!IMPORTANT] Following our commitment to responsible maintenance outlined in the paper, we have collected new high-quality audit reports released between December 2024 and February 2026 based on feedback and suggestions from early adopters. With continuously manual verification, we have created FORGE-Curated , a curated moderate-scale EVM smart contract vulnerability dataset that is particularly suitable for tasks such as LLM benchmark evaluation . We strongly recommend users with similar needs to consider using the FORGE-Curated. FORGE Framework Overview FORGE is an automated framework that constructs comprehensive smart contract vulnerability datasets from real-world ","default_branch":null,"files":null,"tree":[],"storefront":"/r/shenyimings","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/shenyimings/FORGE-Artifacts/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."}