hayulalab/saif-revelio-paper

Hayula Research Paper — Hayula Research

Hayula AI Lab

Abstract

Automated vulnerability discovery has long been plagued by high false-positive rates, prohibitive cloud API costs, and the fundamental hallucination problem inherent in language model outputs. The recently proposed Revelio framework (arXiv:2606.22263) addresses these limitations through an agentic architecture that generates executable Proofs-of-Vulnerability (PoVs) verified by sanitizers such as AddressSanitizer and UndefinedBehaviorSanitizer, achieving 19 real vulnerabilities across 7 producti

Files

File	Description
paper.md	Full paper (Markdown)
README.md	This model card

Citation

@techreport{hayulalab2026saifrevelio,
    title={Hayula Research Paper — Hayula Research},
    author={Hayula AI Lab},
    year={2026},
    url={https://huggingface.co/hayulalab/saif-revelio-paper}
}

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hayulalab — Open Source AI Research