SooKyun Kim

Adaptive orthogonal role‐aware transformer for robust instruction alignment

2026 · ETRI Journal

Summary Large language models are vulnerable to prompt injection because transformer attention treats tokens too uniformly across system and user roles. We propose the adaptive orthogonal role‐aware transformer (AORT), a lightweight retrofit that improves role‐sensitive …