Runtime Defense | Xinjie Shenhttps://xinjie-shen.com/tag/runtime-defense/Runtime DefenseWowchemy (https://wowchemy.com)en-usThu, 07 May 2026 00:00:00 +0000https://xinjie-shen.com/media/icon_hu646f7301b7fde7528ecdae8cec89fc29_9606_512x512_fill_lanczos_center_3.pngRuntime Defensehttps://xinjie-shen.com/tag/runtime-defense/One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialoguehttps://xinjie-shen.com/publication/conference-paper/turngate/Thu, 07 May 2026 00:00:00 +0000https://xinjie-shen.com/publication/conference-paper/turngate/<p>Hidden malicious intent can be distributed across individually benign-looking turns. TurnGate uses response-aware, turn-level supervision to identify when the conversation crosses the harm-enabling boundary.</p>