作者位次 #4/7NDSS 2026Oral· Network & Distributed System Security
Was My Data Used for Training? Membership Inference in Open-Source LLMs via Neural Activations
Xue Tan · Hao Luan · Mingyu Luo · Zhuyang Yu · Jun Dai · Xiaoyan Sun · Ping Chen
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Xue Tan · Hao Luan · Mingyu Luo · Zhuyang Yu · Jun Dai · Xiaoyan Sun · Ping Chen
Xue Tan · Yi Zheng · Chang Huo · Yunruo Zhang · Yu Liu · Hao Luan · Zhuyang Yu · Jun Dai · Xiaoyan Sun · Ping Chen
Retrieval-Augmented Generation (RAG) enhances Large Language Models (LLMs) by incorporating external knowledge, effectively mitigating their inherent knowledge limitations. However, RAG remains vulnerable to poisoning attacks that manipulate retrieved texts to mislead model outputs. Existing defe...