On Task, Off Track: Benchmarking LLM and Agent Robustness to Near-Target Prompt Injection

arXiv:2610.32531 · cs.CR · Submitted 2026-10-23 · Read on arXiv

cs.CR

Submitted: 2026-10-23

Updated: 2026-10-23

Terminology

• Benchmarking — 1× in this paper · explained in 4 episodes
• Robustness — 1× in this paper · explained in 6 episodes

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