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English(EN) Microsoft Research backdoored an AI agent by directly editing fewer than 10 dormant neurons

微软研究人员通过编辑休眠神经元后门化 AI 代理

微软研究人员开发了一种通过改变少量休眠神经元来后门化 AI 代理的方法,他们将其命名为 Lazarus。此攻击只需要修改不到十个神经元,并且不需要重新训练模型,从而使受损的代理能够通过标准的安全性评估。检测此类后门的方法是将其权重与原始的、未受污染的版本进行比较。 AI

影响 该技术突显了 AI 代理潜在的新攻击向量,强调了除了标准安全性评估之外,还需要先进的安全措施。

排序理由 研究论文详细介绍了后门化 AI 代理的新颖技术。

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微软研究人员通过编辑休眠神经元后门化 AI 代理

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研究论文详细介绍了后门化 AI 代理的新颖技术。
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报道来源 [2]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Chemical_Hawk_6307 ·

    Microsoft Research 通过直接编辑少于10个休眠神经元后门了一个AI代理

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1xt82mz/microsoft_research_backdoored_an_ai_agent_by/"> <img alt="Microsoft Research backdoored an AI agent by directly editing fewer than 10 dormant neurons" src="https://external-preview.redd.it/RbF4WffielSM…

  2. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    微软研究人员表示,通过编辑模型权重中激活次数很少的不到10个神经元,AI代理可能会被植入后门,他们称之为“拉撒路”技术。否

    Microsoft researchers say AI agents can be backdoored by editing fewer than 10 rarely activated neurons in the model weights, a technique they call Lazarus. No retraining is needed, and altered models still pass standard safety evaluations, so detection means checking weights aga…