works on
adversarial injection 1agent security 1defense mechanisms 1large language models 1memory attacks 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CR2026

MemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents

Jifeng Gao, Kang Xia, Yi Zhang +5

The paper introduces MemPoison, a benchmark and analysis framework that studies how adversarial content can be injected into the persistent external memory of large language model…