What my leak scanner catches — and the exact line where it stops

By PulseAugur Editorial · [1 sources] · 2026-06-23 19:12

A developer has created an open-source tool called rojaprove to detect if AI applications leak hidden instructions. The tool works by inserting a secret AI

RANK_REASON [lever_c_demoted from research: ic=1 ai=1.0]

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What my leak scanner catches — and the exact line where it stops

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dev.to — LLM tag TIER_1 English(EN) · 이령 · 2026-06-23 19:12

What my leak scanner catches — and the exact line where it stops

<p>I build a small open-source tool (rojaprove) that checks whether an AI app leaks its hidden instructions. This week I spent time finding where it fails, on purpose, so I can tell you the boundary honestly instead of letting a green checkmark imply more than it should.</p> <p>H…