Samuel Teuber
Samuel Teuber
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1
An Information-Flow Perspective on Algorithmic Fairness
An exploration of the relationships between qualitative and quantitative information flow and various causal and non-causal fairness definitions with applications to program analysis.
Samuel Teuber
,
Bernhard Beckert
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Code
Poster
Quantifying Software Correctness by Combining Architecture Modeling and Formal Program Analysis
A formal approach for the quantiative assessment of service-oriented software which combines high-level software architecture modelling with deductive verification.
Florian Lanzinger
,
Christian Martin
,
Frederik Reiche
,
Samuel Teuber
,
Robert Heinrich
,
Alexander Weigl
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DOI
Geometric Path Enumeration for Equivalence Verification of Neural Networks
We present and evaluate an approach for proving equivalence properties on neural networks and show that the verification of $\epsilon$-equivalence is coNP-complete
Samuel Teuber
,
Marko Kleine Büning
,
Philipp Kern
,
Carsten Sinz
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Code
Experiments
DOI / IEEE Xplore
Quantifying Software Reliability via Model-Counting
We present and evaluate a pipeline allowing for the quantification of C-programs according to their specification adherence.
Samuel Teuber
,
Alexander Weigl
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Code
Video
Experiments
DOI / Springer
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