Kristin Barber | DeepAI

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Featured Co-authors

Mohammad Hossein Samavatian
7 publications
Radu Teodorescu
6 publications
Saikat Majumdar
3 publications

research

∙ 07/31/2022

DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning

DNNs are known to be vulnerable to so-called adversarial attacks that ma...

11 Mohammad Hossein Samavatian, et al. ∙

research

∙ 07/20/2021

Using Undervolting as an On-Device Defense Against Adversarial Machine Learning Attacks

Deep neural network (DNN) classifiers are powerful tools that drive a br...

0 Saikat Majumdar, et al. ∙

research

∙ 06/09/2021

HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks

Deep Neural Networks (DNNs) are employed in an increasing number of appl...

0 Mohammad Hossein Samavatian, et al. ∙