Yuqiang Sun
2 indexed papers
Recent (6 mo)
2With code
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2026
Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing
This paper provides the first comprehensive systematization and large-scale empirical evaluation of existing LLM-based Automated Penetration Testing (AutoPT) frameworks, offering a structured taxonomy and unified benchmark for the field.
Knowledge Over Parameters: Evolving Smart Contract Vulnerability Detection
This paper presents EvoVuln, an automated framework that synthesizes and refines detection logic for smart contract vulnerabilities using minimal labeled samples.
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Papers
cs.CRcs.SEEmpiricalRecentJul 2, 2026
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.
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cs.CRcs.AIcs.SERecent