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Whispers in the Machine: Confidentiality in Agentic Systems

cs.CR · 2024-02-10 · unverdicted · novelty 6.0

Systematic testing of ten LLM agents across 20 tool scenarios and 14 attacks finds universal vulnerability to prompt injection enabling data exfiltration, with tooling amplifying leakage.

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  • Whispers in the Machine: Confidentiality in Agentic Systems cs.CR · 2024-02-10 · unverdicted · none · ref 4

    Systematic testing of ten LLM agents across 20 tool scenarios and 14 attacks finds universal vulnerability to prompt injection enabling data exfiltration, with tooling amplifying leakage.