AIs Are Getting Better at Finding and Exploiting Security Vulnerabilities
嗯,用户让我总结一下这篇文章的内容,控制在一百个字以内。首先,我需要仔细阅读文章,抓住主要信息。文章讲的是Claude模型在网络安全攻击中的能力提升,特别是使用标准开源工具进行多阶段攻击,而不需要以前的定制工具。这说明AI在网络安全中的应用门槛降低了,强调了及时修补漏洞的重要性。 接下来,我需要找出关键点:Claude Sonnet 4.5成功模拟Equifax数据泄露,使用Bash shell和Kali Linux;模型能快速识别CVE并编写代码进行攻击;这突显了安全最佳实践的紧迫性。 然后,我要把这些信息浓缩成一句话,不超过一百个字。可能的结构是:Claude模型提升网络安全攻击能力,用标准工具模拟历史攻击,强调及时修补漏洞的重要性。 最后,检查是否符合要求:没有使用特定开头,直接描述内容,并且字数控制在范围内。 </think> Claude模型在网络安全攻击中表现出更强能力,可利用标准开源工具完成多阶段网络攻击,并成功模拟历史重大数据泄露事件,凸显及时修补漏洞的重要性。 2026-1-30 15:35:15 Author: www.schneier.com(查看原文) 阅读量:2 收藏

From an Anthropic blog post:

In a recent evaluation of AI models’ cyber capabilities, current Claude models can now succeed at multistage attacks on networks with dozens of hosts using only standard, open-source tools, instead of the custom tools needed by previous generations. This illustrates how barriers to the use of AI in relatively autonomous cyber workflows are rapidly coming down, and highlights the importance of security fundamentals like promptly patching known vulnerabilities.

[…]

A notable development during the testing of Claude Sonnet 4.5 is that the model can now succeed on a minority of the networks without the custom cyber toolkit needed by previous generations. In particular, Sonnet 4.5 can now exfiltrate all of the (simulated) personal information in a high-fidelity simulation of the Equifax data breach—one of the costliest cyber attacks in historyusing only a Bash shell on a widely-available Kali Linux host (standard, open-source tools for penetration testing; not a custom toolkit). Sonnet 4.5 accomplishes this by instantly recognizing a publicized CVE and writing code to exploit it without needing to look it up or iterate on it. Recalling that the original Equifax breach happened by exploiting a publicized CVE that had not yet been patched, the prospect of highly competent and fast AI agents leveraging this approach underscores the pressing need for security best practices like prompt updates and patches.

AI models are getting better at this faster than I expected. This will be a major power shift in cybersecurity.

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Posted on January 30, 2026 at 10:35 AM0 Comments

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文章来源: https://www.schneier.com/blog/archives/2026/01/ais-are-getting-better-at-finding-and-exploiting-security-vulnerabilities.html
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