MetaTrust paper nominated for ICSE Summit: Improving smart contract vulnerability detection capabilities based on AI

Odaily News MetaTrust Labs and Nanyang Technological University and other universities jointly published an academic paper GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis, a joint research team that has passed the ICSE2024 conference, the top academic conference in the field of software engineering. Reviewed and published by the jury. This paper studies the use of GPT large language model combined with program analysis technology to improve the ability to detect smart contract logic vulnerabilities. By refining each logical vulnerability type into different scenarios and attributes, and then using GPT matching and identification, and using static analysis and verification, it aims to improve the detection rate and accuracy, thereby enhancing the security and reliability of smart contract development.