Bita Darvish Rouhani | DeepAI

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∙ 04/09/2019

SWNet: Small-World Neural Networks and Rapid Convergence

Training large and highly accurate deep learning (DL) models is computat...

0 Mojan Javaheripi, et al. ∙

∙ 03/31/2019

BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks

Deep Neural Networks have created a paradigm shift in our ability to com...

0 Huili Chen, et al. ∙

∙ 11/08/2018

Performance Comparison of Contemporary DNN Watermarking Techniques

DNNs shall be considered as the intellectual property (IP) of the model ...

0 Huili Chen, et al. ∙

∙ 05/21/2018

AgileNet: Lightweight Dictionary-based Few-shot Learning

The success of deep learning models is heavily tied to the use of massiv...

0 Mohammad Ghasemzadeh, et al. ∙

∙ 04/02/2018

DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models

This paper proposes DeepSigns, a novel end-to-end framework for systemat...

0 Bita Darvish Rouhani, et al. ∙

∙ 09/08/2017

CuRTAIL: ChaRacterizing and Thwarting AdversarIal deep Learning

This paper proposes CuRTAIL, an end-to-end computing framework for chara...

0 Bita Darvish Rouhani, et al. ∙

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