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Invisible Prompt Injections Emerge as Major Threat to AI Agents

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Prompt injections don’t need to be obvious. They can be completely invisible. Attackers can hide instructions using: Zero-width Unicode characters (Easily done w/ @elder_plinius's P4RS3LT0NGV3, link in comments) White-on-white text Hidden HTML/CSS PDF metadata Images with hidden text Ultrasonic audio To a human, the content looks harmless. To an AI system, it may contain: “follow these new instructions” “send secrets to this URL” “use connected tools” As AI agents gain more permissions and access to tools, stealthy prompt injection becomes a much bigger problem. The attack surface is larger than most people realize 👾

4:19 PM · May 21, 2026 View on X