arxivcs.CRcs.AI2026-07-06
When Agents Remember Too Much: Memory Poisoning Attacks on Large Language Model Agents
George Torres, Sharad Shrestha, Satyajayant Misra
Personal AI agents powered by large language models can reason and act using available tools to access emails, manage calendars, and push code to remote repositories, all with minimal oversight. When augmented with long-term memory, an agent can recall specific details relevant t…