Advancing Knowledge
Exploring the frontiers of AI and design to create technology that benefits humanity. Our research focuses on responsible AI development and human-centered design.
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
Seanie Lee*, Haebin Seong*, Dong Bok Lee, Minki Kang, Xiaoyin Chen, Dominik Wagner, Yoshua Bengio, Juho Lee, Sung Ju Hwang
Proposed effective data augmentation strategies for training robust safety guard models in LLMs.
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models
Seanie Lee*, Dong Bok Lee*, Dominik Wagner, Minki Kang, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang
An adaptive framework for selecting safety guardrails to balance efficiency and accuracy in LLM deployment.
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Interested in contributing to our research? We welcome collaborations from researchers, practitioners, and organizations who share our vision for responsible technology.