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06/09/2022
ReFace: Real-time Adversarial Attacks on Face Recognition Systems
Deep neural network based face recognition models have been shown to be ...
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07/09/2021
Scaled-Time-Attention Robust Edge Network
This paper describes a systematic approach towards building a new family...
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03/18/2021
TOP: Backdoor Detection in Neural Networks via Transferability of Perturbation
Deep neural networks (DNNs) are vulnerable to "backdoor" poisoning attac...
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01/22/2021
Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions
Generative adversarial networks (GANs) are often billed as "universal di...
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10/19/2020
Robot Design With Neural Networks, MILP Solvers and Active Learning
Central to the design of many robot systems and their controllers is sol...
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04/09/2019
Universal Lipschitz Approximation in Bounded Depth Neural Networks
Adversarial attacks against machine learning models are a rather hefty o...
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07/25/2018
