Information-Theoretic Perspective of Federated Learning. - Linara Adilova; Julia Rosenzweig; Michael Kamp (CoRR, 2019)

Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities. - Julia Rosenzweig; Joachim Sicking; Sebastian Houben; Michael Mock; Maram Akila (CVPR Workshops, 2021)

Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis. - Julia Rosenzweig; Eduardo Brito; Hans-Ulrich Kobialka; Maram Akila; Nico M. Schmidt; Peter Schlicht; Jan David Schneider; Fabian Hüger; Matthias Rottmann; Sebastian Houben; Tim Wirtz (IV Workshops, 2021)

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. - Sebastian Houben; Stephanie Abrecht; Maram Akila; Andreas Bär; Felix Brockherde; Patrick Feifel; Tim Fingscheidt; Sujan Sai Gannamaneni; Seyed Eghbal Ghobadi; Ahmed Hammam; Anselm Haselhoff; Felix Hauser; et al. (CoRR, 2021)

Guideline for Trustworthy Artificial Intelligence - AI Assessment Catalog. - Maximilian Poretschkin; Anna Schmitz 001; Maram Akila; Linara Adilova; Daniel Becker 010; Armin B. Cremers; Dirk Hecker; Sebastian Houben; Michael Mock; Julia Rosenzweig; Joachim Sicking; Elena Schulz; et al. (CoRR, 2023)