An Guo

StateTree: A Tree-Based Modeling Approach for Fault Detection in Recurrent Neural Networks

Recurrent Neural Networks (RNNs) have become a core component of modern intelligent software due to their strong ability to model temporal dependencies. As RNNs are increasingly deployed in safety-critical domains, ensuring their reliability is crucial. However, most existing testing techniques are designed for feedfor...