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Abril and Robert Plant

3 Pith papers cite this work. Polarity classification is still indexing.

3 Pith papers citing it

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2026 3

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UNVERDICTED 3

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ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection

cs.CR · 2026-05-05 · unverdicted · novelty 6.0

ARGUS defends LLM agents from context-aware prompt injections by tracking information provenance and verifying decisions against trustworthy evidence, reducing attack success to 3.8% while retaining 87.5% task utility.

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