DeepKnowledge: Generalisation-Driven Deep Learning Testing

Sondess Missaoui, Simos Gerasimou, Nikolaos Matragkas

Despite their unprecedented success, DNNs are notoriously fragile to small shifts in data distribution, demanding effective testing techniques that can assess their dependability.…