53 citations · 85 across the 12 of their papers we have counts for
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cs.LG2022
Specifying and Testing -Safety Properties for Machine-Learning Models
Maria Christakis, Hasan Ferit Eniser, Jörg Hoffmann +2
Machine-learning models are becoming increasingly prevalent in our lives, for instance assisting in image-classification or decision-making tasks. Consequently, the reliability of…
cs.LG2020★ 13 cited
RAID: Randomized Adversarial-Input Detection for Neural Networks
Hasan Ferit Eniser, Maria Christakis, Valentin Wüstholz
In recent years, neural networks have become the default choice for image classification and many other learning tasks, even though they are vulnerable to so-called adversarial att…