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May, 2023
在加密文本上训练自然语言处理模型以提高隐私性
Training Natural Language Processing Models on Encrypted Text for Enhanced Privacy
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Davut Emre Tasar, Ceren Ocal Tasar
TL;DR
该研究提出了一种使用加密文本数据训练自然语言处理模型的方法，以解决隐私问题，并展示了加密和非加密模型在性能上的可比性。
Abstract
With the increasing use of
cloud-based services
for training and deploying
machine learning models
,
data privacy
has become a major concer
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