John Pellew
1 indexed paper
Recent (6 mo)
1With code
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126
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Crypto×1
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2026
RealVuln: Benchmarking Rule-Based, General-Purpose LLM, and Security-Specialized Scanners on Real-World Code
The paper introduces RealVuln, a benchmark that demonstrates a clear three-tier performance hierarchy for security scanners on real-world code, with specialized tools significantly outperforming general-purpose LLMs and rule-based SAST.
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