🏢 Dalhousie University

RepNoise: a novel defense against harmful fine-tuning of LLMs by removing information about harmful representations, generalizing across different harmful tasks, and maintaining LLM capabilities.

Boost classifier robustness with DiffAug, a novel diffusion-based augmentation method! One forward and reverse diffusion step enhances robustness against covariate shifts, adversarial examples, and o…