Author

Xiaolin Huang

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Preprint Aug 2026

InjecMEM: Memory Injection Attack on LLM Agent Memory Systems

This work proposes InjecMEM, a novel memory injection attack paradigm that requires only a single interaction to steer later responses of related queries toward a pre-specified output and achieves reliable topic-conditioned retrieval and targeted generation.

Hanling Tian, Gengyu Zhang, Zeyang Sha et al. · 3 citations