Robust Feature-Guided Generative Adversarial Network for Aerial Image Semantic Segmentation against Backdoor Attacks

Robust Feature-Guided Generative Adversarial Network for Aerial Image Semantic Segmentation against Backdoor Attacks

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 deal...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Zhen Wang, Buhong Wang, Chuanlei Zhang, Yaohui Liu, Jianxin Guo
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: MDPI AG 2023-05-01
Σειρά:Remote Sensing
Θέματα:
aerial images
semantic segmentation
deep neural networks (DNNs)
adversarial machine learning (AML)
backdoor attack
robust feature extraction
Διαθέσιμο Online:https://www.mdpi.com/2072-4292/15/10/2580

Διαδίκτυο

https://www.mdpi.com/2072-4292/15/10/2580

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