Khanh Linh Nguyen

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Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)Scalable Oversight & Alignment Theory (1)

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Hoa Nghiem (1)Tu Tran (1)

Papers (1)

Apr 5, 2026

Khanh Linh Nguyen +2Apr 5, 2026

TraceGuard: Structured Multi-Dimensional Monitoring as a Collusion-Resistant Control Protocol

Untrusted LLM monitors can actually work: TraceGuard achieves 95% safety against colluding agents by decomposing the monitoring task into multiple dimensions scored by independent LLMs.

Khanh Linh Nguyen, Hoa Nghiem, Tu Tran

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness Scalable Oversight & Alignment Theory

Khanh Linh Nguyen

Research focus

Frequent co-authors

Papers (1)

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Khanh Linh Nguyen

Research focus

Frequent co-authors

Papers (1)