A key development in the cybersecurity evaluations space is the work carried out by Meta, through their CyberSecEval approach. While this work is undoubtedly a useful contribution to a nascent field, there are notable features that limit its utility. Key drawbacks focus on the insecure code detection part of Meta's methodology. We explore these limitations, and use our exploration as a test case for LLM-assisted benchmark analysis.
翻译:网络安全评估领域的一项关键进展是Meta公司通过其CyberSecEval方法开展的工作。尽管这项工作无疑为这一新兴领域做出了有益贡献,但其存在显著特征限制了其实用性。主要缺陷集中在Meta方法中不安全代码检测的部分。我们探讨了这些局限性,并将我们的探索作为LLM辅助基准分析的一个测试案例。