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06/21/2021
Membership Inference on Word Embedding and Beyond
In the text processing context, most ML models are built on word embeddi...
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05/27/2021
On Privacy and Confidentiality of Communications in Organizational Graphs
Machine learned models trained on organizational communication data, suc...
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03/12/2021
Privacy Regularization: Joint Privacy-Utility Optimization in Language Models
Neural language models are known to have a high capacity for memorizatio...
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05/05/2020