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cs.LG2024
David and Goliath: An Empirical Evaluation of Attacks and Defenses for QNNs at the Deep Edge
Miguel Costa, Sandro Pinto
ML is shifting from the cloud to the edge. Edge computing reduces the surface exposing private data and enables reliable throughput guarantees in real-time applications. Of the pan…
cs.LG2021★ 11 cited
Shifting Capsule Networks from the Cloud to the Deep Edge
Miguel Costa, Diogo Costa, Tiago Gomes +1
Capsule networks (CapsNets) are an emerging trend in image processing. In contrast to a convolutional neural network, CapsNets are not vulnerable to object deformation, as the rela…