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Department of Computer Science, Ubiquitous Knowledge Processing Lab (UKP Lab), TU Darmstadt, National Research Center for Applied Cybersecurity ATHENE
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A staggering 73% of evaluated computer-use agents leak sensitive information across contexts, underscoring a critical gap in privacy safeguards.
Framework choice in multi-agent systems matters just as much as the LLM itself, a fact obscured by existing model-centric benchmarks.
