TopoMap: A Feature-based Semantic Discriminator of the Topographical Regions in the Test Input Space

Gianmarco De Vita, Nargiz Humbatova, Paolo Tonella

Testing Deep Learning (DL)-based systems is an open challenge. Although it is relatively easy to find inputs that cause a DL model to misbehave, the grouping of inputs by features…