Security Technology

Guarding LLMs With a Layered Prompt Injection Representation

March 31, 2026

TrendAI™ Research has developed a model training procedure for learning an essential representation of prompt injection attacks. The resulting prompt representation exhibits approximately linear separability, allowing the specialized, small-scale classifier trained on features derived from the representation to achieve high classification performance.

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Security Technology
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