all AI news
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing. (arXiv:2205.10095v1 [cs.CL])
cs.CL updates on arXiv.org arxiv.org
Deep learning (DL) models for natural language processing (NLP) tasks often
handle private data, demanding protection against breaches and disclosures.
Data protection laws, such as the European Union's General Data Protection
Regulation (GDPR), thereby enforce the need for privacy. Although many
privacy-preserving NLP methods have been proposed in recent years, no
categories to organize them have been introduced yet, making it hard to follow
the progress of the literature. To close this gap, this article systematically
reviews over sixty DL …
arxiv deep learning language language processing learning natural natural language natural language processing privacy processing review text