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Matthias Hein

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#machine learning Preprint Oct 2026

Towards Safe Autonomy for Computer Use

The safety of LLM-based agents currently rests on alignment training and safety classifiers, neither of which can rule out that a sophisticated indirect prompt injection (IPI) goes through and causes significant harm. Recent work therefore builds agents with information-flow guarantees that rely on structured tool inte...

Dominik Seip, Bartol Markovinović, Matthias Hein · 0 citations

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