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Oct 12 · Monday

Jailbreaks and attacks · Papers

Found 2 papers

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Jailbreaks113 Prompt injection2 Model tampering3

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Attack type：Prompt injection Topic: Jailbreaks and attacks Clear all

AttacksarXiv 2610.09973Oct 7
从期望危害到似然：LLM 智能体越狱的概率重构
提出 OPUR 攻击，用似然梯度优化对抗后缀越狱 LLM 智能体
arXiv
2610.09973
Published
Oct 7
Layer
Application layer
Setting
AI Agent
Attacker
White-box
Evaluated models
Llama-3.1-8B-Instruct, Ministral-8B-Instruct-2410
- AttacksJailbreaks
- TechniqueGradient and representation optimization
Paper analysisRead analysis
AttacksarXiv 2510.09023Oct 10, 2025
Paper proposes adaptive attack framework that breaks through 12 LLM jailbreak and prompt injection defenses
提出自适应攻击框架，击穿越狱与提示注入防御
arXiv
2510.09023
Published
Oct 10, 2025
Layer
Application layer
Setting
AI Agent
Attacker
White-box, Black-box
Evaluated models
Gemini-2.5 Pro, GPT-5 Mini, Llama-3.3 70B and others15
- AttacksJailbreaks
- TechniqueDefense-targeted
Paper analysisRead analysis

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