12 citations · 20 across the 7 of their papers we have counts for
3 papers · 1 filter
Recovering Localized Adversarial Attacks
Jan Philip Göpfert, Heiko Wersing, Barbara Hammer
Deep convolutional neural networks have achieved great successes over recent years, particularly in the domain of computer vision. They are fast, convenient, and -- thanks to matur…
Adversarial Robustness Curves
Christina Göpfert, Jan Philip Göpfert, Barbara Hammer
The existence of adversarial examples has led to considerable uncertainty regarding the trust one can justifiably put in predictions produced by automated systems. This uncertainty…
Adversarial attacks hidden in plain sight
Jan Philip Göpfert, André Artelt, Heiko Wersing +1
Convolutional neural networks have been used to achieve a string of successes during recent years, but their lack of interpretability remains a serious issue. Adversarial examples…