The Natural Auditor: How To Tell If Someone Used Your Words To Train Their Model

arXiv: Cryptography and Security, Volume abs/1811.00513, 2018.

Cited by: 1|Bibtex|Views25
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Other Links: dblp.uni-trier.de|academic.microsoft.com

Abstract:

To help enforce data-protection regulations such as GDPR and detect unauthorized uses of personal data, we propose a new emph{model auditing} technique that enables users to check if their data was used to train a machine learning model. focus on auditing deep-learning models that generate natural-language text, including word prediction...More

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