Zong Cao
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Knowdit is a knowledge-driven, agentic framework that significantly improves smart contract vulnerability detection by modeling shared DeFi semantics and leveraging historical audit knowledge.
This paper presents EvoVuln, an automated framework that synthesizes and refines detection logic for smart contract vulnerabilities using minimal labeled samples.
Papers
Knowledge Over Parameters: Evolving Smart Contract Vulnerability Detection
Yuqiang Sun, Han Liu, Ying Li, Yiran Zhang +3 more
This paper presents EvoVuln, an automated framework that synthesizes and refines detection logic for smart contract vulnerabilities using minimal labeled samples.