151 citations · 169 across the 3 of their papers we have counts for
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cs.SE2019★ 151 cited
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
Yaqin Zhou, Shangqing Liu, Jingkai Siow +2
Vulnerability identification is crucial to protect the software systems from attacks for cyber security. It is especially important to localize the vulnerable functions among the s…
cs.SE2019
LEOPARD: Identifying Vulnerable Code for Vulnerability Assessment through Program Metrics
Xiaoning Du, Bihuan Chen, Yuekang Li +4
Identifying potentially vulnerable locations in a code base is critical as a pre-step for effective vulnerability assessment; i.e., it can greatly help security experts put their t…