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Document type:
Buchbeitrag 
Author(s):
Brendel, Wieland; Rauber, Jonas; Kurakin, Alexey; Papernot, Nicolas; Veliqi, Behar; Mohanty, Sharada P.; Laurent, Florian; Salathé, Marcel; Bethge, Matthias; Yu, Yaodong; Zhang, Hongyang; Xu, Susu; Zhang, Hongbao; Xie, Pengtao; Xing, Eric P.; Brunner, Thomas; Diehl, Frederik; Rony, Jérôme; Hafemann, Luiz Gustavo; Cheng, Shuyu; Dong, Yinpeng; Ning, Xuefei; Li, Wenshuo; Wang, Yu 
Title:
Adversarial Vision Challenge 
Pages contribution:
129-153 
Abstract:
This competition was meant to facilitate measurable progress towards robust machine vision models and more generally applicable adversarial attacks. It encouraged researchers to develop query-efficient adversarial attacks that can successfully operate against a wide range of defenses while just observing the final model decision to generate adversarial examples. Conversely, the competition encouraged the development of new defenses that can resist a wide range of strong decision-based attacks. I...    »
 
Editor:
Escalera, Sergio; Herbrich, Ralf 
Book title:
The NeurIPS '18 Competition 
Publisher:
Springer International Publishing 
Publisher address:
Cham 
Year:
2020 
Print-ISBN:
978-3-030-29135-8 
Bookseries title:
The Springer Series on Challenges in Machine Learning