Towards robust machine learning with graph neural networks

<p>In order to apply Neural Networks in safety-critical settings, such as healthcare or autonomous driving, we need to be able to analyse their robustness against adversarial attacks. These attacks perturb natural images by adding small, carefully chosen perturbations to them that are impercep...

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Bibliographic Details
Main Author: Jaeckle, F
Other Authors: Kumar, MP
Format: Thesis
Language:English
Published: 2022
Subjects: