Evaluation of ChatGPT's Smart Contract Auditing Capabilities Based on Chain of Thought

arXiv:2402.12023v1 Announce Type: new
Abstract: Smart contracts, as a key component of blockchain technology, play a crucial role in ensuring the automation of transactions and adherence to protocol rules. However, smart contracts are susceptible to security vulnerabilities, which, if exploited, can lead to significant asset losses. This study explores the potential of enhancing smart contract security audits using the GPT-4 model. We utilized a dataset of 35 smart contracts from the SolidiFI-benchmark vulnerability library, containing 732 vulnerabilities, and compared it …

arxiv asset auditing automation blockchain can capabilities chatgpt contract contracts cs.ai cs.cr evaluation exploited key losses play protocol role rules security smart smart contract smart contracts study technology thought transactions vulnerabilities