Sven Hallerbach

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (2)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

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Johann Maximilian Christensen (2)Thomas Stefani (2)Elena Hoemann (2)Frank Köster (1)

Papers (2)

Aug 20, 2026

Johann Maximilian Christensen +41w ago

On the Applicability of Safety Nets: A Safety-By-Design Solution for Certifying Neural Networks

Safety Nets can shrink AI system sizes by three orders of magnitude while guaranteeing 100% correct outputs, making them a game-changer for certifying AI in aviation.

Johann Maximilian Christensen, Thomas Stefani, Elena Hoemann +2

Constitutional AI & AI Ethics

Apr 2, 2026

Thomas Stefani +4Apr 2, 2026

From High-Dimensional Spaces to Verifiable ODD Coverage for Safety-Critical AI-based Systems

Guaranteeing complete coverage of an AI system's operational domain in high-dimensional spaces is now possible, paving the way for safer AI deployment in aviation and other safety-critical applications.

Thomas Stefani, Johann Maximilian Christensen, Elena Hoemann +2

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

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Sven Hallerbach

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)