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Gongshen Liu

Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models

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Mar 03, 2025
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Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems

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Feb 21, 2025
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InsightVision: A Comprehensive, Multi-Level Chinese-based Benchmark for Evaluating Implicit Visual Semantics in Large Vision Language Models

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Feb 19, 2025
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U-GIFT: Uncertainty-Guided Firewall for Toxic Speech in Few-Shot Scenario

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Jan 01, 2025
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Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining

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Dec 03, 2024
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NSmark: Null Space Based Black-box Watermarking Defense Framework for Pre-trained Language Models

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Oct 16, 2024
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Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities

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Jul 10, 2024
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TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models

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May 22, 2024
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MKF-ADS: Multi-Knowledge Fusion Based Self-supervised Anomaly Detection System for Control Area Network

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Mar 15, 2024
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How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study

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Mar 04, 2024
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