Christophe Dupuy

FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks

Bill Lin, Chaoyang He, Zihang Ze et al. · Findings of the Association for Computational Linguistics: NAACL 2022 · 2022 · 101 citations · Full text

Engineering, Machine Learning, Naacl 2022 +21

Privacy in the Time of Language Models

Charith Peris, Christophe Dupuy, Jimit Majmudar et al. · 2023 · 35 citations

Privacy Protection, Engineering, Information Security +24

An Efficient DP-SGD Mechanism for Large Scale NLU Models

Christophe Dupuy, Radhika Arava, Rahul Gupta et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 26 citations

Llm Fine-tuning, Privacy Protection, Engineering +19

Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning

Mustafa Ozdayi, Charith Peris, Jack FitzGerald et al. · 2023 · 12 citations · Full text