Learning program semantics for vulnerability detection via vulnerability-specific inter-procedural slicing

Learning-based approaches that learn code representations for software vulnerability detection have been proven to produce inspiring results. However, they still fail to capture complete and precise vulnerability semantics for code representations. To address the limitations, in this work, we propos...

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Main Authors: WU, Bozhi, LIU, Shangqing, YANG, Xiao, LI, Zhiming, SUN, Jun, LIN, Shang-Wei
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
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Online Access:https://ink.library.smu.edu.sg/sis_research/8578
https://ink.library.smu.edu.sg/context/sis_research/article/9581/viewcontent/LearningProgamSemantics_pvoa_cc_by.pdf
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Institution: Singapore Management University
Language: English