2 papers
cs.CL2026
ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety
Michael S. Lee, Yash Maurya, Drew Rein +13
Safety evaluations for large language models (LLMs) increasingly target high-stakes National Security and Public Safety (NSPS) risks, yet multilingual safety is mostly assessed thr…
cs.CR2026
Defensive Refusal Bias: How Safety Alignment Fails Cyber Defenders
David Campbell, Neil Kale, Udari Madhushani Sehwag +5
Safety alignment in large language models (LLMs), particularly for cybersecurity tasks, primarily focuses on preventing misuse. While this approach reduces direct harm, it obscures…