ReX Framework Uses LLMs for Smart Contract Exploit Generation

A recent research article on arXiv introduces a novel framework known as ReX, designed to harness large language models for automatically crafting exploits aimed at smart contracts. ReX not only generates these exploits but also compiles and executes them using the Foundry development framework, validating their effectiveness. The study analyzed five contemporary LLMs against eight prevalent vulnerability types, utilizing a dataset of over 38 actual proof-of-concept exploits. Findings indicate that while premier LLMs perform well with individual contract vulnerabilities, they face challenges with cross-contract issues, underscoring limitations in automating exploit generation in this context.