The risk landscape is accelerating quickly. Advanced AI models are now capable of identifying and exploiting vulnerabilities at unprecedented speed.
这一声明揭示了安全威胁演变的加速趋势，AI不仅改变了漏洞发现的方式，还改变了利用漏洞的速度。这种不对称的威胁增长意味着防御方需要以更快的速度创新，否则将面临越来越大的安全风险。
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- Apr 2026
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Socket, an a16z portfolio company, detected the malicious dependency in the Axios attack within 6 minutes of its publication. That's roughly 63,000 times faster than the industry average.
大多数人认为供应链攻击需要数月甚至数年才能被发现，但作者展示了新型安全工具可以在几分钟内检测到攻击，比行业平均水平快63000倍。这表明安全检测范式正在从基于CVE的静态检查转向基于行为的实时分析。
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