FORGE: an LLM-Driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction

High-quality smart contract vulnerability datasets are critical for evaluating security tools and advancing smart contract security research. Two major limitations of current manual dataset construction are 1 labor-intensive and error-prone annotation processes limiting the scale, quality, and...