97 citations · 110 across the 7 of their papers we have counts for
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cs.CV2020★ 11 cited
Adversarial Examples on Object Recognition: A Comprehensive Survey
Alex Serban, Erik Poll, Joost Visser
Deep neural networks are at the forefront of machine learning research. However, despite achieving impressive performance on complex tasks, they can be very sensitive: Small pertur…
cs.CV2018
Adversarial Examples - A Complete Characterisation of the Phenomenon
Alexandru Constantin Serban, Erik Poll, Joost Visser
We provide a complete characterisation of the phenomenon of adversarial examples - inputs intentionally crafted to fool machine learning models. We aim to cover all the important c…