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03/12/2023
FabricFolding: Learning Efficient Fabric Folding without Expert Demonstrations
Autonomous fabric manipulation is a challenging task due to complex dyna...
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04/15/2021
Robust Backdoor Attacks against Deep Neural Networks in Real Physical World
Deep neural networks (DNN) have been widely deployed in various practica...
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03/02/2021
ActiveGuard: An Active DNN IP Protection Technique via Adversarial Examples
The training of Deep Neural Networks (DNN) is costly, thus DNN can be co...
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11/27/2020
3D Invisible Cloak
In this paper, we propose a novel physical stealth attack against the pe...
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11/27/2020
Use the Spear as a Shield: A Novel Adversarial Example based Privacy-Preserving Technique against Membership Inference Attacks
Recently, the membership inference attack poses a serious threat to the ...
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11/27/2020
Robust and Natural Physical Adversarial Examples for Object Detectors
Recently, many studies show that deep neural networks (DNNs) are suscept...
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11/27/2020
DNN Intellectual Property Protection: Taxonomy, Methods, Attack Resistance, and Evaluations
The training and creation of deep learning model is usually costly, thus...
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11/27/2020