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Oct 12 · Monday

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Found 1 paper
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Impact

Harmful content42Data and privacy leaks1Output manipulation11Oversight failure4

Layer

Prompt layer1Application layer4

System component

Guardrails and judges1Multimodal3
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Impact：Data and privacy leaksLayer：Prompt layerSystem component：Guardrails and judgesClear all

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  1. Evaluation and benchmarksarXiv 2609.08256

    ACEA：面向红蓝队对抗的 LLM 协同演化测试平台

    提出红蓝对抗评测平台 ACEA，分开计量攻击强度与防御效果

    arXiv
    2609.08256
    Published
    Layer
    Prompt layer
    Setting
    Models and APIs
    Evaluated models
    openai/gpt-4o, google/gemini-2.5-pro, google/gemma-3-27b-it and others5
    AbstractACEA 用 ASAP 让红蓝对同一目标对打。

    ACEA 是让可插拔红队和蓝队共享一个目标 LLM 的对打场地，把攻击强度和防御效果分开记分。作者要补三处空缺：双方只能对着固定对手分开练。LLM judge 分不清真实泄露和幻觉，拦截后又看不到攻击有多强。

    Paper analysisRead analysis
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