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Oct 12 · Monday

All papers

Found 3 papers
Filter4

Attacker access

Black-box3

Attack surface / entry point

Images, audio and video3

Layer

Prompt layer22Application layer2Training and data layer1

System component

MCP and skills4RAG6Guardrails and judges9Monitors4Reasoning chains3Vision3Multimodal5
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Attacker access：Black-boxLayer：Application layerLayer：Training and data layerSystem component：VisionClear all

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  2. DefensesarXiv 2608.12876

    SPARED：用对抗编辑数据训练基于推理的 AI 生成图像检测器

    提出 SPARED，用对抗编辑数据训练基于推理的 AI 生成图像检测器

    arXiv
    2608.12876
    Published
    Layer
    Training and data layer
    Setting
    Models and APIs
    Attacker
    Black-box, White-box
    Evaluated models
    Qwen3.5-9B
    AbstractSPARED 用防捷径的编辑对抗环训练 9B 推理检测器。

    SPARED 是一套用于可解释 AI 生成图像检测的攻防强化学习流程，报告模型是 Qwen3.5-9B 上的第三轮防御器。

    Paper analysisRead analysis
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