2 papers
cs.SE2024
Quantifying Software Correctness by Combining Architecture Modeling and Formal Program Analysis
Florian Lanzinger, Christian Martin, Frederik Reiche +3
Most formal methods see the correctness of a software system as a binary decision. However, proving the correctness of complex systems completely is difficult because they are comp…
cs.LG2021
Geometric Path Enumeration for Equivalence Verification of Neural Networks
Samuel Teuber, Marko Kleine Büning, Philipp Kern +1
As neural networks (NNs) are increasingly introduced into safety-critical domains, there is a growing need to formally verify NNs before deployment. In this work we focus on the fo…