Privacy Auditing of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2025 |
Towards hyperparameter-free optimization with differential privacyInternational Conference on Learning Representations (ICLR), 2025 |
DP-Mix: Mixup-based Data Augmentation for Differentially Private
LearningNeural Information Processing Systems (NeurIPS), 2023 |
Differentially Private Sharpness-Aware TrainingInternational Conference on Machine Learning (ICML), 2023 |
Privacy-Preserving In-Context Learning for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 |