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Benign execution trajectories can leak proprietary agent skills, enabling reconstruction of high-value procedures without direct access to their underlying artifacts.
Remotely hosted Mixture-of-Experts LLMs are vulnerable to input-only attacks that hijack their routing mechanisms, forcing them to generate harmful content.