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02/25/2020
Robust Wireless Fingerprinting: Generalizing Across Space and Time
Can we distinguish between two wireless transmitters sending exactly the...
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02/22/2020
Polarizing Front Ends for Robust CNNs
The vulnerability of deep neural networks to small, adversarially design...
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05/19/2019
Robust Wireless Fingerprinting via Complex-Valued Neural Networks
A "wireless fingerprint" which exploits hardware imperfections unique to...
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10/24/2018
Toward Robust Neural Networks via Sparsification
It is by now well-known that small adversarial perturbations can induce ...
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03/11/2018
Combating Adversarial Attacks Using Sparse Representations
It is by now well-known that small adversarial perturbations can induce ...
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01/15/2018