Swaroop Ramaswamy
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A Method to Reveal Speaker Identity in Distributed ASR Training,and How to Counter It
Trung Dang
Om Thakkar
Peter Chin
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, {IEEE}, pp. 4338-4342
Revealing and Protecting Labels in Distributed Training
Trung Dang
Om Thakkar
Peter Chin
Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual, pp. 1727-1738
Generative Models for Effective ML on Private, Decentralized Datasets
8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020, OpenReview.net
Training Production Language Models without Memorizing User Data
Om Thakkar
Galen Andrew
(2020)
Understanding Unintended Memorization in Federated Learning
Om Thakkar
Third Workshop on Privacy in Natural Language Processing (PrivateNLP 2021) at 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) (2020)
Federated Learning for Mobile Keyboard Prediction
Chloé M Kiddon
Hubert Eichner
(2019)
