Based on AI, GPTScan effectively enhances the ability to detect vulnerabilities in smart contracts. MetaTrust's paper has been nominated for the ICSE International Software Engineering Conference.
BlockBeats news: MetaTrust Labs and several universities, including Nanyang Technological University, have jointly published an academic paper titled "GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis", which has been reviewed and published by the ICSE2024 conference committee, a top academic conference in the field of software engineering.
The paper studies the use of GPT large language models and program analysis technology to improve the ability to detect logical vulnerabilities in smart contracts. By refining each type of logical vulnerability into different scenarios and attributes, and then matching and identifying them with GPT, while also using static analysis verification, the aim is to improve detection rate and accuracy, thereby enhancing the security and reliability of smart contract development.