Fei Shao
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126
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AI×1Crypto×1
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2026
GRID: Graph Representation of Intelligence Data for Security Text Knowledge Graph Construction
The paper introduces GRID, an end-to-end framework that significantly improves the construction of security knowledge graphs from cyber threat intelligence by replacing unstable LLM-based supervision with a stable, scripted task-bank reward system.
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cs.AIcs.CRRecentMay 15, 2026
GRID: Graph Representation of Intelligence Data for Security Text Knowledge Graph Construction
Liangyi Huang, Zichen Liu, Fei Shao, Shang Ma +4 more
The paper introduces GRID, an end-to-end framework that significantly improves the construction of security knowledge graphs from cyber threat intelligence by replacing unstable LLM-based supervision…
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