2026-09-28 11:13 UTC
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@halle@infosec.exchange 2026-09-28 11:31
I had a great paper about leakage through tool use (without adversarial intent or backdoors or prompt injection) in one of my newsletter issues but I can't find it so maybe I hallucinated including it. Anyway, here is a paper about how tool use can leak data purely via argument and other artifacts that are easier to forget to set boundaries around than the actual inputs/outputs/prompt/"thinking" and can also propagate into logs, etc. I've personally seen a (local, thankfully) agent "deduce" an exploit chain via a brief commit message without being allowed to see the commit, which was alarming and made me think that it's totally possible that what looks like data leakage between agent instances might be...data leakage between agent instances. https://ieeexplore.ieee.org/document/11569042