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cs.CR2026
InceptionRAG: Stealthy Poisoning Attack Against Retrieval-Augmented Generation
Jiachang Zhang, Min Chen, Xiao Ren +4
Retrieval-augmented generation (RAG) systems enhance large language models (LLMs) with external knowledge but have been demonstrated to be vulnerable to corpus poisoning. Existing…
cs.CR2026
DWBench: Holistic Evaluation of Watermark for Dataset Copyright Auditing
Xiao Ren, Xinyi Yu, Linkang Du +5
The surging demand for large-scale datasets in deep learning has heightened the need for effective copyright protection, given the risks of unauthorized use to data owners. Althoug…