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most citedMembership Inference Attacks Cannot Prove that a Model Was Trained On Your Data

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cs.CR2026

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration

Debeshee Das, Julien Piet, Darya Kaviani +3

Memory systems enable otherwise-stateless LLM agents to persist user information across sessions, but also introduce a new attack surface. We characterize the Trojan Hippo attack,…