3 papers
cs.SD2020
Towards Resistant Audio Adversarial Examples
Tom Dörr, Karla Markert, Nicolas M. Müller +1
Adversarial examples tremendously threaten the availability and integrity of machine learning-based systems. While the feasibility of such attacks has been observed first in the do…
cs.LG2019★ 28 cited
Identifying Mislabeled Instances in Classification Datasets
Nicolas Michael Müller, Karla Markert
A key requirement for supervised machine learning is labeled training data, which is created by annotating unlabeled data with the appropriate class. Because this process can in ma…
stat.AP2018
Detecting Anisotropy in Fingerprint Growth
Karla Markert, Karolin Krehl, Carsten Gottschlich +1
From infancy to adulthood, human growth is anisotropic, much more along the proximal-distal axis (height) than along the medial-lateral axis (width), particularly at extremities. D…