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Xiaojun Jia

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

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Apr 22, 2025
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PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage

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Apr 15, 2025
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Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

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Mar 31, 2025
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Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models

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Mar 17, 2025
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Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning

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Mar 11, 2025
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Scale-Invariant Adversarial Attack against Arbitrary-scale Super-resolution

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Mar 06, 2025
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AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management

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Mar 06, 2025
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PersGuard: Preventing Malicious Personalization via Backdoor Attacks on Pre-trained Text-to-Image Diffusion Models

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Feb 22, 2025
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DAMO: Data- and Model-aware Alignment of Multi-modal LLMs

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Feb 04, 2025
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PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models

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Jan 07, 2025
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