Profiting from the powerful feature extraction and representation capabilities of deep learning (DL). aerial image semantic segmentation based on deep neural networks (DNNs) has achieved remarkable success in recent years. Nevertheless. the security and robustness of DNNs deserve attention when dealing with safety-critical earth observation tasks. https://www.ivoryjinelle.com/