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20172022
most citedDevign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

151 citations · 270 across the 8 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.SE2021★ 4 cited

GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search

Shangqing Liu, Xiaofei Xie, Jingkai Siow +3

Code search aims to retrieve accurate code snippets based on a natural language query to improve software productivity and quality. With the massive amount of available programs su…

cs.CR2021★ 18 cited

SPI: Automated Identification of Security Patches via Commits

Yaqin Zhou, Jing Kai Siow, Chenyu Wang +2

Security patches in open-source software, providing security fixes to identified vulnerabilities, are crucial in protecting against cyberattacks. Despite the National Vulnerability…