121 citations · 153 across the 2 of their papers we have counts for
2 papers
stat.ML2017★ 121 cited
Delving into adversarial attacks on deep policies
Jernej Kos, Dawn Song
Adversarial examples have been shown to exist for a variety of deep learning architectures. Deep reinforcement learning has shown promising results on training agent policies direc…
stat.ML2017★ 32 cited
Adversarial examples for generative models
Jernej Kos, Ian Fischer, Dawn Song
We explore methods of producing adversarial examples on deep generative models such as the variational autoencoder (VAE) and the VAE-GAN. Deep learning architectures are known to b…