24 citations · 37 across the 7 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
Learning test generators for cyber-physical systems
Jarkko Peltomäki, Ivan Porres
Black-box runtime verification methods for cyber-physical systems can be used to discover errors in systems whose inputs and outputs are expressed as signals over time and their co…
cs.LG2022★ 1 cited
Wasserstein Generative Adversarial Networks for Online Test Generation for Cyber Physical Systems
Jarkko Peltomäki, Frankie Spencer, Ivan Porres
We propose a novel online test generation algorithm WOGAN based on Wasserstein Generative Adversarial Networks. WOGAN is a general-purpose black-box test generator applicable to an…