Yangsibo Huang

Evaluating Gradient Inversion Attacks and Defenses in Federated Learning

Yangsibo Huang, Samyak Gupta, Zhao Song et al. · arXiv (Cornell University) · 2021 · 123 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

TextHide: Tackling Data Privacy in Language Understanding Tasks

Yangsibo Huang, Zhao Song, Danqi Chen et al. · 2020 · 44 citations · Full text

DeepMC: a deep learning method for efficient Monte Carlo beamlet dose calculation by predictive denoising in magnetic resonance-guided radiotherapy

Ryan Neph, Qihui Lyu, Yangsibo Huang et al. · Physics in Medicine and Biology · 2020 · 33 citations · Full text

Engineering, Machine Learning, Magnetic Resonance +21

Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment

Rachel Cummings, Damien Desfontaines, David Evans et al. · Harvard Data Science Review · 2024 · 31 citations · Full text

Recovering Private Text in Federated Learning of Language Models

Samyak Gupta, Yangsibo Huang, Zexuan Zhong et al. · arXiv (Cornell University) · 2022 · 22 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +21