English(EN) The History Is the Detector: Executing CVE Patch History, End-to-End

新框架将漏洞历史转化为可执行的检测规则

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-07 04:00

研究人员开发了 BUGSTONE-E2E，一个旨在将历史漏洞数据转化为可执行检测规则的框架。该系统挖掘修复提交以创建可重用规则，然后通过多阶段检测管道进行处理。该管道最初使用轻量级分析，然后使用基于 LLM 的代理对潜在漏洞进行更深入的检查。该框架旨在使过去的漏洞信息在自动化检测和修复方面更具可操作性。 AI

影响该框架可以通过利用 LLM 来分析和处理历史漏洞数据，从而增强自动化软件安全性。

排序理由该项目是一篇学术论文，详细介绍了一个新框架和方法论。[lever_c_demoted from research: ic=1 ai=0.7]

在 arXiv cs.AI 阅读 →

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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Qiushi Wu, Kevin Eykholt, Youngja Park, Xiaokui Shu, Dhilung Kirat, Douglas Lee Schales, Ian Molloy · 2026-09-07 04:00

历史即检测器：端到端执行 CVE 补丁历史

arXiv:2609.05335v1 Announce Type: cross Abstract: Public vulnerability databases collect rich information about known software flaws, including their weakness types, affected components, and related patches. Fixing commits provide the exact code changes that removed these flaws. …

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报道来源 [1]

历史即检测器：端到端执行 CVE 补丁历史

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