A vulnerability detection framework with enhanced graph feature learning

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Jianxin Cheng, Yizhou Chen, Yongzhi Cao, Hanpin Wang

Published: 01 Jan 2024, Last Modified: 13 May 2025J. Syst. Softw. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose EGFL for smart contract vulnerability detection.•We use global node information of bytecode to learn more vulnerability features.•Results show the effectiveness of EGFL in detecting smart contract vulnerabilities.