Kannappan Palaniappan
1 indexed paper
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126
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Software Eng.×1AI×1Crypto×1ML×1
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2026
Software Vulnerability Detection Using a Lightweight Graph Neural Network
The paper proposes VulGNN, a lightweight Graph Neural Network (GNN) model, which achieves vulnerability detection performance comparable to large language models (LLMs) while being significantly smaller and more efficient for real-world deployment.
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