80 citations · 244 across the 14 of their papers we have counts for
Showing 2018 · cs.CRShow all
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cs.CR2018★ 80 cited
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models
Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar
Deep Learning (DL) models have caused a paradigm shift in our ability to comprehend raw data in various important fields, ranging from intelligence warfare and healthcare to autono…
cs.CR2018★ 42 cited
DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks
Huili Chen, Bita Darvish Rohani, Farinaz Koushanfar
This paper proposes DeepMarks, a novel end-to-end framework for systematic fingerprinting in the context of Deep Learning (DL). Remarkable progress has been made in the area of dee…