97 citations · 440 across the 25 of their papers we have counts for
3 papers · 1 filter
Taxonomy of Real Faults in Deep Learning Systems
Nargiz Humbatova, Gunel Jahangirova, Gabriele Bavota +3
The growing application of deep neural networks in safety-critical domains makes the analysis of faults that occur in such systems of enormous importance. In this paper we introduc…
Misbehaviour Prediction for Autonomous Driving Systems
Andrea Stocco, Michael Weiss, Marco Calzana +1
Deep Neural Networks (DNNs) are the core component of modern autonomous driving systems. To date, it is still unrealistic that a DNN will generalize correctly in all driving condit…
Web Test Dependency Detection
Matteo Biagiola, Andrea Stocco, Ali Mesbah +2
E2E web test suites are prone to test dependencies due to the heterogeneous multi-tiered nature of modern web apps, which makes it difficult for developers to create isolated progr…