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Compromise Is Not Consequence: Evaluating Task-Scoped Authorization in LLM Agents with Paired Replay
A tool-using model can follow a malicious instruction even when its credentials are valid. We study whether task-scoped authorization contains the resulting tool execution. Our paired-replay testbed samples a model request once and submits the same action, resource, and arguments to broad bearer, sc
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