1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
Vertex-based reachability analysis for verifying ReLU deep neural networks
João Zago, Eduardo Camponogara, Eric Antonelo
Neural networks achieved high performance over different tasks, i.e. image identification, voice recognition and other applications. Despite their success, these models are still v…
cs.CV2021
Benford's law: what does it say on adversarial images?
João G. Zago, Fabio L. Baldissera, Eric A. Antonelo +1
Convolutional neural networks (CNNs) are fragile to small perturbations in the input images. These networks are thus prone to malicious attacks that perturb the inputs to force a m…