3 citations · 5 across the 10 of their papers we have counts for
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cs.LG2018
Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach
Rajeev Sahay, Rehana Mahfuz, Aly El Gamal
Machine Learning models are vulnerable to adversarial attacks that rely on perturbing the input data. This work proposes a novel strategy using Autoencoder Deep Neural Networks to…
cs.IT2018
Fundamental Limits of Dynamic Interference Management with Flexible Message Assignments
Tolunay Seyfi, Yasemin Karacora, Aly El Gamal
The problem of interference management is considered in the context of a linear interference network that is subject to long term channel fluctuations due to shadow fading. The fad…