Deep Private-Feature Extraction
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DOI: 10.1109/tkde.2018.2878698
Abstract: We present and evaluate Deep Private-Feature Extractor (DPFE), a deep model which is trained and evaluated based on information theoretic constraints. Using the selective exchange of information between a user's device and a service provider,… read more here.
Keywords: dpfe; sensitive information; deep private; private feature ... See more keywords